Is AI Search Sending You Customers—or Just Mentioning You?

If an agency sends you a screenshot of ChatGPT recommending your business, ask for the prompt. Did it ask for an agency with your capabilities, or did it name your company in the question? Those are very different tests.

Keep the screenshot. Just make sure the report explains what it actually demonstrates.

To measure GEO, track four things separately: whether your business appears in relevant AI answers, whether those answers cite your pages, whether people visit, and whether those visits or reported discoveries lead to qualified inquiries. A mention is evidence of visibility in that response. It is not evidence of a sale.

GEO, or generative engine optimization, is work intended to improve how a business is found and represented in AI-assisted search. The reporting should help you decide what to improve next, not just collect flattering answers.

Start with questions a buyer would actually ask

Build a small, stable set of questions from sales conversations and customer research. Include the service, the type of business, and any constraint that changes the recommendation.

For an ecommerce agency, “Who can help a skincare brand manage TikTok Shop creators and paid ads?” is more useful than “Tell me why Best Practice Media is great.” The second prompt supplies the conclusion you are hoping to measure.

Keep unbranded discovery questions separate from branded due-diligence questions. “Which agencies support ecommerce paid social?” tests something different from “What services does Best Practice Media offer?” Both matter, but combining them into one score can conceal a discovery gap.

Choose a manageable cadence, such as a weekly check. Save the exact question and response, the date, the product or engine, any visible model setting, location where relevant, and whether the session was fresh or carried prior conversation. Answers can vary. A controlled sample is more useful than rerunning a question until you like the result.

A GEO measurement template that keeps the evidence straight

Use one record per question and observed response. Keep the following fields alongside a separate traffic and inquiry report.

Measure Record What it can tell you
Brand presence Whether your brand appears; recommendation, incidental mention, or another context Visibility within this specific sample
Accuracy Services, location, fit, and any incorrect claim, with the exact wording Whether buyers are getting a useful description
Citations Exact linked URL and the claim it supports; distinguish BPM pages from third-party pages Which sources the response visibly points to
Referrals Observed source, landing page, reporting period, and relevant site actions Measurable visits that carry identifiable source information
Qualified inquiries Service fit, source evidence, self-reported discovery, and lead stage Commercial relevance, with attribution limits preserved
Next action Specific page or factual gap, owner, and review date What the team will change based on the findings

For a simple visibility measure, divide responses that mention the brand by all completed responses in the same predefined sample. Report the raw count too. If six of 20 responses mention you, that is 30% of this sample—not 30% of all AI searches or buyers.

That example is hypothetical. Record failed or unavailable checks separately rather than quietly removing unfavorable observations. If you change the questions, tools, or sampling method, start a new comparison series or clearly flag the break.

Do not turn every Google visit into an AI visit

Google says traffic from its AI features is included in Search Console’s overall Web search performance reporting. That means an increase in ordinary Search Console clicks, by itself, does not prove that AI Overviews or AI Mode caused the increase.

Keep Google organic performance in view, but label what you can actually observe. For other AI products, record identifiable referrals when your analytics receives them. A missing referrer, a later direct visit, or a buyer switching devices can leave the journey incomplete. “No measured AI referrals” is a narrower statement than “AI sent nobody.”

Make sure a completed inquiry is measured as a completed inquiry, not merely a click on the contact button. Reconcile analytics with the actual leads your team receives. Record source information according to your consent and privacy practices.

A short “How did you hear about us?” field can add context. Keep that answer beside the analytics source instead of replacing it. Someone may first see your name in an AI answer, then search Google and submit a form days later.

Ask for these deliverables before signing a GEO proposal

A promise to “increase AI visibility” leaves a lot undefined. Ask the agency to show you what you will actually receive and what your team will need to supply.

  • A starting benchmark: the buyer questions, engines, observation conditions, and saved answers used for comparison. Include incorrect answers and missed mentions.
  • A page-level work plan: which service pages or resources need changes, what evidence is missing, and who approves factual claims. Publishing more articles should not be the automatic answer.
  • A source record: where client results, quotes, and business details came from. Distinguish changes the agency can make on your site from third-party coverage it can only pursue.
  • An implementation owner: who handles copy, technical changes, analytics, and approval. A recommendation in a slide deck is different from a verified change on the website.
  • A review that leads to a decision: what changed, what was observed, what remains uncertain, and which action comes next. Keep qualified inquiries beside the visibility measures.

Ask for a sample report with confidential information removed. You should be able to trace one conclusion back to its evidence. If you cannot, a higher visibility score will be hard to evaluate too.

Use the report to decide which page needs work

If you appear but the service description is wrong, review the pages and third-party sources named in the response. Correct your own outdated copy. Record external inaccuracies for appropriate follow-up rather than assuming a single website edit will immediately change every answer.

If buyers land on a useful article but never explore a service, check whether the next step is obvious and relevant. If inquiries arrive but the fit is poor, tighten who the service is for and what it includes. Those are different problems from simply needing more mentions.

Google’s guidance also makes clear that its AI features do not require special schema or a separate set of technical optimizations. Helpful content, crawlable pages, appropriate internal links, and accurate structured data remain part of the work. Eligibility is not a promise of inclusion.

Our GEO services focus on helping buyers find and understand BPM clients through AI-assisted discovery. That work connects with organic search strategy; reporting should preserve the distinction between observed visibility and attributable business results.

Paid placements are a separate channel. Keep any ChatGPT advertising spend and results separate from organic recommendations.

At the next review, put one observed answer beside the page it cites and the inquiries received that month. You may not be able to connect them all. Say where the evidence stops, then choose one specific improvement to test. That is a report you can make a decision from.

What Can You Actually Afford to Pay TikTok Shop Creators?

A 20% creator commission on a $50 sale is $10. Whether that is a good deal depends on what the other $40 has to pay for.

That is where we would start the conversation, before comparing your offer with another seller’s rate.

Sample economics begin one step earlier: decide which TikTok Shop sample requests to approve before product and shipping costs enter the program.

Set your TikTok Shop affiliate commission from the dollars available after product costs, fulfillment, platform charges, and the contribution you need to keep. Then decide whether that offer is competitive enough to attract the right creators. Starting with somebody else’s rate leaves the most important question unanswered. Run the same inputs in BPM’s TikTok Shop profit calculator to see commission, fees, samples, paid media, and retained contribution together.

A sustainable rate can differ by product, promotion, and sales source. You do not need one percentage to do every job.

Start with the commission base

The price on the product page is not necessarily the amount used to calculate commission. TikTok’s US standard affiliate commission guide explains that refunds affect the final commission and that estimated earnings can change. Its settlement-report guide identifies separate entries for affiliate, affiliate partner, and affiliate Shop Ads commissions.

Use the applicable commission base and charges from your own product and collaboration settings. Keep seller-funded discounts distinguishable from platform-funded incentives. Do not assume every deduction uses the same base or applies to every order.

For planning, work with product revenue after seller-funded discounts, excluding sales tax. Account for customer-paid shipping, shipping costs, and reimbursements separately so they are neither forgotten nor counted twice.

A $50 order, worked all the way through

This is a hypothetical planning example, not a BPM client result or a statement of TikTok’s current fee schedule. Assume product revenue and the eligible commission base are both $50, with no refund. Replace every input with your own numbers.

Input Example per order
Product revenue after seller-funded discount $50
Product cost $16
Packing, fulfillment, and net shipping cost $6
Assumed platform charges, excluding creator commission $3
Expected return-related cost allowance $2
Allocated samples, creator flat fees, and paid media $5
Total costs before creator commission $32
Contribution the business wants to retain $10
Amount available for creator commission $8

The arithmetic is $50 minus $32 minus $10, leaving $8. Divide that $8 by the assumed $50 commission base: 16% is the planning ceiling under these assumptions. It is not a recommended market rate.

At 20%, the commission would be $10 and the retained contribution would fall to $8. That could still be an intentional acquisition decision, but it misses this example’s $10 target. Label the exception and give it a budget.

The retained contribution still has to help pay overhead and other business costs. It is not net profit. If the available amount is zero or negative, increasing volume does not fix the per-order economics.

Turn the example into your own worksheet

Create a row for each product and scenario: ordinary sale, promotion, and paid amplification if applicable. Copy these fields into your working document:

  • Product, reporting period, and scenario.
  • Expected net revenue and the actual eligible commission base.
  • Product cost, fulfillment, net shipping, and applicable platform charges.
  • Expected return-related losses and nonrecoverable costs.
  • Sample spend, creator flat fees, and media spend allocated across the relevant orders.
  • Contribution target, proposed commission, and remaining contribution.

Maximum planned commission rate = (expected net revenue − costs excluding this commission − target contribution) ÷ eligible commission base.

Use a positive commission base and consistent assumptions throughout. If refunds are already deducted from expected revenue, the return allowance should cover additional losses and handling costs, not subtract the same refund again. Reconcile the model against settled orders once the cohort has matured.

For sample costs, include shipments that produced no sales. Our TikTok Shop sample-tracking worksheet helps make that spend visible. Allocating every cost only to the winning creator makes the whole program look cheaper than it was.

Test the offer before promising more

A financially workable rate may still fail to interest creators. They also have to believe the product fits their audience and is worth demonstrating. If response is weak, check the product, brief, sample experience, and earning opportunity before making commission the only lever.

Stress-test a lower selling price, fewer orders, higher return costs, and paid promotion. A $5 allocation based on optimistic order volume can rise quickly when that volume does not arrive. Keep organic and paid scenarios distinguishable, with the appropriate commission rules for each. For a separate paid test, check the creator authorization and costs in our Spark Ads guide.

Review the platform’s current rate-change terms before making a promise you expect to reverse next week. TikTok’s standard commission guide describes protection for qualifying existing rates; changes are not always immediate.

When you evaluate a TikTok Shop agency, ask who owns this calculation and how it changes the next creator offer. BPM’s TikTok Shop services bring the creator program into the wider shop strategy. Bring the product costs and a settled-order report to that conversation. They will tell us more than a target revenue number alone.

Is Your Meta Ad Tired—or Is Something Else Wrong?

Before you send an ad back to the creative team, open the product page. Check the price, the available sizes, and what shipping costs at checkout. A perfectly good ad can become expensive when the thing it is selling gets harder to buy.

Creative fatigue is still worth investigating. You just want enough evidence to give the designer a useful brief.

Meta ad creative fatigue means repeated exposure is reducing an ad’s ability to get a useful response. Treat it as a hypothesis to test, not a diagnosis you can make from frequency alone. Before replacing the ad, check where performance changed: delivery, clicks, the shopping experience, or measurement. Use our Meta optimization decision framework to decide whether the evidence supports an edit yet.

Check what else changed before blaming the ad

Pick two comparable reporting windows. Use the same attribution setting, conversion event, and metric definitions. Include the same weekdays, and allow recent conversions time to appear. A weekend promotion and an ordinary Tuesday are different selling conditions.

Look at the individual ad, then the wider account. If several unrelated ads decline together, investigate shared changes before commissioning a whole new creative batch. Check budget edits, placement mix, product availability, promotions, and website releases.

Frequency is an average across the people reached in the selected period. It is useful context, but it hides differences between people and changes with the reporting window. A blanket “replace every ad at frequency three” rule skips too much of the story.

A creative-fatigue diagnostic you can use in the next meeting

These are investigation prompts, not automatic pause rules. More than one issue can happen at once.

What changed? What to investigate A useful next check
Repeat exposure rises while outbound click-through rate falls Creative wear, audience mix, or a less compelling offer Compare delivery and response for the same ad over comparable windows; test a meaningfully different concept
Clicks hold up, but fewer visitors buy Product page, checkout, stock, shipping, price, or traffic quality Walk the purchase path on mobile and compare site conversion by landing page
Impressions cost more while click response stays similar Auction conditions or delivery changes Review CPM and placement mix before assuming the creative stopped working
Reported purchases drop abruptly across ads Tracking, consent changes, reporting delay, or a real store problem Compare store orders and measurement diagnostics for the same period
One ad loses delivery while account results remain healthy A shift in allocation Check whether the account is still meeting its commercial target

Write down the suspected cause, the evidence against it, and the next test. That last part matters. “Creative fatigue” is not a useful meeting outcome unless somebody knows what to do next.

A falling conversion rate can make the ad look guilty

Here is a simplified example, not a BPM client result. An ad spends $600 and produces 300 clicks. In the first period, those clicks lead to 12 purchases: $50 per purchase. In the next period, the same spend and click count produce six purchases: $100 per purchase.

The cost doubled even though the cost per click stayed at $2. Something after the click, or the quality of the people clicking, deserves attention. This does not prove the landing page is responsible. It does show why swapping the headline is an incomplete response.

Check whether the best-selling size sold out, a discount ended, shipping became more expensive, or the page stopped working properly on a common device. Compare actual store behavior with platform reporting; they will not necessarily match because they measure different things.

For a closer look at the handoff from ad to website, use our guide to diagnosing clicks that do not turn into conversions.

Before commissioning that next batch, make sure the creative-testing budget can support the decisions you expect the work to answer.

Give the next creative test a real question

If the evidence points toward creative, test a different reason to buy. For a storage product, that might mean replacing a beauty shot with a demonstration of how much fits in a small cabinet. Keep the offer and destination consistent where practical so the result is easier to interpret.

A new background color can be worth testing, but it does not automatically create a new buying argument. Record the concept, intended audience, objection addressed, and outcome you will judge. Decide the budget and evaluation window before launch, based on the account’s conversion volume and acceptable cost.

Ad response changes over time in ways that a single snapshot can miss. A research paper on detecting creative fatigue explores performance trajectories rather than relying on one metric. The paper evaluates its method on synthetic data. It does not establish a universal Meta threshold or guarantee that any particular test will work.

Judge the result against what the business can afford. Our guide to profitable ecommerce ROAS explains why a platform number alone cannot settle that question.

If you need a team to connect the creative brief with account performance and margin, explore BPM’s paid social services. Start with the specific decision: what should stay running, what needs a new concept, and what needs fixing on the store?

Which Products Should You Put Ad Spend Behind?

Your bestseller deserves a look. So does the product nobody has properly explained yet. Neither deserves the whole ad budget just because somebody likes it.

Choose ecommerce products to advertise by checking what each sale contributes, whether you can fulfill demand, and whether you have a convincing reason for a new customer to buy. Then run a bounded test. Revenue rank and margin percentage alone leave out too much.

Image: original ICONIC product photography shown in BPM’s creative portfolio. The examples and numbers in this article are hypothetical, not ICONIC performance data.

Start with dollars left per order

Calculate the money left before advertising after the expected discount, product cost, fulfillment, payment fees, shipping subsidy, and returns allowance. Use one consistent treatment of refunds so you do not subtract the same loss twice. Exclude sales tax collected for remittance from revenue available to spend.

Then decide how much must remain for overhead and profit. What is left is a planning ceiling for acquisition cost, not a promise that you can buy customers at that price.

Consider two single-product orders. Product A brings in $80 after discounts and leaves $32 after variable order costs. Product B brings in $50 and leaves $25. If the business requires $12 to remain from A and $10 from B after advertising, the planned acquisition ceilings are $20 and $15 respectively.

Product B has the higher contribution percentage before ads: 50% versus 40%. Product A still has more dollars available for acquisition. Which one deserves spend depends on whether actual acquisition costs fit those limits and whether the operational checks below pass.

These figures are illustrative. For multi-item baskets, account for the order’s full economics instead of assigning the entire purchase value to the product shown in the ad. Our ecommerce ROAS guide explains the relationship between margin and return targets.

Shopify’s profit reports depend on recorded product costs. Check that those inputs are complete, and understand which costs the report includes before treating its gross profit figure as money available for ads.

Check stock at the variant level

A product can be in stock while the version people want is unavailable. Look at sizes, colors, bundles, and shipping destinations. Send somebody through the exact buying path the ad will use.

Compare stock coverage with replenishment time and the demand you might create. Shopify’s inventory reporting can provide a historical sales-rate baseline. Adjust your planning for launches or promotions; yesterday’s pace is not a guarantee of tomorrow’s.

If you are clearing old stock, give that campaign its own objective and limit. A clearance decision can reasonably accept different economics from an ongoing customer-acquisition program. Mixing the two makes the next budget meeting harder.

Can the ad give someone a reason to care?

Write one sentence explaining why a person who has never heard of the brand should consider this product. If the sentence could describe every competitor, the brief needs more work.

A storage container might be easy to demonstrate: show what fits, how it stacks, or how the lid works. A supplement may need more explanation and careful support for its claims. A gift may depend on an occasion and a believable delivery date. Different products ask different things of the creative and the page.

Look for usable evidence: a clear demonstration, detailed product information, permissioned customer feedback, or a comparison you can substantiate. Attractive packaging helps the image; it does not settle the buying decision.

A product-selection worksheet for your next planning meeting

Create one row per candidate product or bundle and fill in these fields:

  1. Customer and occasion: Who is this for, and what prompts the purchase?
  2. Expected order economics: Net revenue, variable costs, required contribution, and planned acquisition ceiling.
  3. Supply: Sellable units by important variant, replenishment date, and fulfillment limitations.
  4. Buying evidence: Sales and conversion history, traffic source, return reasons, and what remains unknown.
  5. Creative idea: The buying reason, the evidence for it, and the asset needed to show it.
  6. Test: Budget cap, destination, audience, decision window, and the result that earns another test.

Mark each candidate “ready to test,” “needs work,” or “hold,” with the reason. Do not average away a serious problem. A strong margin cannot compensate for an unavailable product, and beautiful photography cannot fix an unsupported claim.

Give new products a fair test without inventing certainty

A bestseller may benefit from email, loyal customers, or people searching for it by name. A new product sent to cold traffic starts somewhere else. Raw conversion rates across those groups do not prove which product is better for acquisition.

Keep the test conditions as comparable as practical, record the differences, and allow enough time for the buying cycle. Use a pre-agreed budget limit rather than declaring a winner after one sale. Stop for a broken purchase path even if the test period is unfinished.

Future repeat purchases can justify a different acquisition target, but use observed customer cohorts and a payback period the business can fund. An optimistic lifetime-value estimate should not quietly become permission to lose money on every first order.

Bring the shortlist to your paid social team and, where relevant, your paid search team. The same product might need a demonstration in a feed and a precise answer to an existing search. The first decision is which product earns a test. For Shopping campaigns, our Google Shopping feed optimization checklist covers the product-data work that should happen before bids go up. Increasing its budget is a separate decision.

What Does Your Paid Social Agency Actually Need From You?

You should not have to become a media buyer to hire one. But your agency cannot see a delayed shipment, a change in margin, or a promotion that somebody mentioned in a hallway.

A paid social agency needs current business constraints, usable creative, appropriate account access, and a clear route to decisions. The agency’s job is to turn those inputs into a plan, explain what is missing, and make the next step easy. The client’s job is to supply the facts and approvals the agency cannot invent.

This is a working checklist for that handoff, at kickoff and whenever something changes. For the broader timeline, see what your first 90 days with a paid social agency should deliver.

Image: Cacao & Cardamom seasonal creative from BPM’s portfolio, an example of the product assets and occasion-specific messaging that go into a brief.

Tell us what a good order looks like

Revenue is a starting point. Share which products leave enough money after discounts, shipping support, fulfillment, and expected returns. If you cannot share detailed costs, agree on approved acquisition-cost or contribution targets with the person who owns the numbers.

Explain whether the priority is first-time customers, repeat orders, a launch, or clearing a particular product. Those are different assignments. A returning customer buying a bestseller may be a good order without proving that a new-customer campaign is working.

Write down the budget ceiling, who can approve a change, and any cash or stock constraints. “Grow as much as possible” is much easier to act on once “possible” has a definition. Our guide to bringing finance into the agency conversation can help with that discussion.

Share the changes that affect the promise in the ad

A promotion brief should include the actual offer, eligible products, exclusions, start and end times with a time zone, and the destination page. Add the person who will confirm that the discount works.

For a seasonal gift campaign, the order deadline and shipping promise matter as much as the headline. If the delivery cutoff changes, the ad and page may both need an update. Put that change in the agreed communication channel; do not assume the media team will discover it at checkout.

The same goes for low stock, new packaging, price changes, product substitutions, and website releases. An agency should ask for a regular update and flag gaps. A client should have one reliable place to send it.

Send source material, not just a logo folder

Useful creative inputs include original product photos, demonstration footage, approved claims with supporting material, common buying objections, and the questions customer support keeps answering. For creator assets, use the paid-ad UGC usage-rights checklist to document channels, editing limits, term, territory, and platform authorization before launch.

Tell the team which assets have permission for paid advertising and what restrictions apply. A creator’s organic post is not automatically a usable ad asset. Record the approved usage, duration, and any editing limits rather than leaving the designer to guess.

Feedback works better when it identifies the issue. “This shows the old lid” gives the team a fix. “Can we make it pop?” gives them another round of interpretation. The agency should explain the concept and ask focused questions so you are reviewing a decision, not reacting to a mystery.

Use this shared handoff checklist

  • Business target: Client supplies the commercial goal and approved limits. Agency restates them as campaign and reporting decisions. Complete when both sides can explain what earns more spend.
  • Product and offer: Client confirms stock, pricing, terms, and shipping dates. Agency checks the ad against the destination. Complete when the advertised path works.
  • Creative inputs: Client provides current assets and usage permissions. Agency identifies missing shots or evidence. Complete when the brief can be produced without guesses.
  • Access and tracking: Client grants agreed access or connects the relevant owner. Agency tests the access and measurement it needs. Complete when the task works, not when an invitation is sent.
  • Approvals: Client names the final approver and backup. Agency supplies a clear review request and deadline. Complete when feedback is consolidated and launch authority is explicit.
  • Website fixes: Both sides identify who can implement a change and what is in scope. Complete when a reported problem has an owner, priority, and next action.

Add an owner, due date, and link to the relevant file beside each item. Keep customer details and other sensitive information out of a broadly shared checklist.

Give the right access, then test it

Keep business ownership of your accounts. Use the platform’s supported permissions instead of sending a personal password. Grant what the agreed work needs and review access when responsibilities change.

For example, Shopify supports collaborator accounts with controlled permissions. The agency should specify what it needs to inspect or change. Read-only reporting access and permission to edit a live storefront serve different purposes.

Someone still needs to test the actual workflow. Can the team see the correct account? Can it verify a purchase event? Can the person responsible for the landing page make the agreed fix? Finding that out on launch morning wastes everyone’s time.

What if something is not ready?

The agency should name the dependency, explain its effect, and offer a workable next step. If new footage is delayed, perhaps an approved product demonstration can run first. If checkout is broken, reducing or pausing affected spend may be the responsible move.

Missing inputs should never become a blanket explanation for poor performance. The agency still owns its strategy, execution, reporting, and recommendations within the engagement. A useful update says what is blocked and what work can continue.

When you discuss paid social support with BPM, bring the questions you want off your plate. We can define the scope and the handoffs together, so hiring help actually feels like getting help.

Your Ad Is Working. Can You Afford to Scale It?

A good week in Ads Manager is a reason to look closer. It is not a purchase order for another month of inventory.

Scale ecommerce ad spend when the additional sales can meet your contribution target, the stock can support them, and the business can fund the gap between paying for growth and collecting the cash. Then test the increase against a written limit. A campaign that works at its current budget has earned a test, not an unlimited budget.

Image: Drip EZ product creative from BPM’s creative portfolio. The planning examples below are hypothetical and do not describe Drip EZ’s performance.

What will the next dollar buy?

Your average return describes the spending you already did. The next block of spend may reach people who are harder to persuade, rely on a different placement mix, or sell a less profitable product.

Here is a simplified planning example. A store spends $2,000 and records $8,000 in revenue: 4x ROAS. In a comparable period it spends $3,000 and records $10,500: 3.5x overall. The difference is $2,500 in revenue for $1,000 more spend, or 2.5x on that additional block.

Suppose that extra revenue leaves 40% after product and other variable order costs, before advertising. That is $1,000 left to cover the additional $1,000 in ads. Nothing remains from that block for overhead or profit. The blended report still looks respectable.

This before-and-after calculation is a warning signal, not proof of incremental revenue. Seasonality, promotions, customer mix, and other channels can change between periods. Use a controlled experiment where feasible, and inspect business results alongside platform attribution. Our profitable ROAS guide covers how to set the underlying margin target.

Count the inventory you can actually sell

Check the variant in the ad. A warehouse full of small sizes does not help a campaign selling out of medium.

For a rough stress test, divide sellable units by expected daily unit sales at the proposed budget. Use total demand across channels, not just orders attributed to the ad. Keep reserved, damaged, and otherwise unavailable stock out of the numerator.

For example, 600 sellable units last 30 days at 20 units a day, but only 20 days at 30. If replenishment takes 28 days, the faster scenario needs a different plan. A larger order, a lower spending ceiling, or another product may make more sense.

Shopify’s inventory reports estimate stock coverage using past sales rates. That is a useful starting point. It is not a forecast of the demand your new budget will create. Ask operations to check supplier lead time and the assumptions behind the estimate.

Put the cash dates next to the sales forecast

More sales can mean paying for stock, fulfillment, and advertising before all the associated money reaches your bank. A campaign can look profitable and still create an awkward week for cash.

Have the person responsible for finance map the expected payment and receipt dates. Include inventory deposits, ad charges, fulfillment bills, payouts, and a reasonable reserve for refunds. Use the actual terms for your business. A general payout assumption pulled from a blog is not enough.

Give the plan a downside version: sales come in slower, acquisition costs rise, or a shipment arrives late. Decide how much cash must remain available for existing commitments. That cash floor can set a lower spending limit than the ad account recommends.

Use this checklist before the budget change

  • Economics: What contribution must each additional order leave after advertising? Which costs are included?
  • Stock: Which variants will run short under the faster-sales scenario? When is replacement stock actually available?
  • Cash: Who has confirmed the payment schedule and the minimum cash reserve?
  • Creative: Is another credible concept ready if response weakens, or does the plan depend on one ad indefinitely?
  • Measurement: Are tracking and attribution settings consistent? Have enough conversions had time to appear?
  • Decision: Who owns the change, what is the maximum added spend, and what result causes a hold or reduction?

Copy those six questions into the budget request. Put a name and a review date beside each unanswered item. “We think stock is fine” is still an unanswered item.

Make the increase a test you can interpret

Choose the size of the increase based on affordable downside, conversion volume, and the campaign’s constraints. There is no universal percentage increase that makes scaling safe. Avoid changing the offer, page, creative, and budget together if you need to understand which change mattered.

Allow for reporting lag. Google’s conversion-lag guidance explains why recent CPA can look higher, and ROAS lower, while conversions are still arriving. The right review window depends on the buying cycle. It does not excuse ignoring a broken checkout or overspending past the agreed limit.

If the campaign has room to grow but inventory does not, holding spend is a sensible decision. BPM works on retainers rather than a percentage of ad spend; increasing your budget does not automatically increase our management fee. Our paid social team can help connect the campaign decision to the business constraints. Bring the stock forecast along with the performance report.

TikTok Shop Samples Delivered. Where Are the Posts?

You can ship a lot of product and still have very little to show your team on Friday.

Before inventory leaves the warehouse, use this seven-point TikTok Shop sample approval checklist to review creator fit, reliability, brand safety, and sample economics.

Before you approve another batch of TikTok Shop samples, check what happened to the last one. Track delivery, the creator’s current posting deadline, a verified content link, and the cost of getting that sample into their hands. Keep samples that are still within their posting window separate from those that are overdue.

The tricky part is deciding which samples to count. If half arrived yesterday, dividing this week’s posts by everything you’ve shipped makes the program look worse than it is.

Start with the actual sample status

For US free samples, TikTok’s sample guide says creators must post within 14 days of receiving the product. Its Sample Integrity Policy also describes a one-time seven-day extension and an appeal option. Check the actual order status before deciding a creator has missed a deadline. TikTok says sellers do not receive extension notifications, so confirm any unclear deadline with the creator rather than assuming no notification means no extension.

Use delivery as the starting point. An approval date tells you when your team said yes; it doesn’t tell you when the creator had a product to film.

TikTok’s seller sample-management guide explains how sellers can track requests and content through Affiliate Center. Use that record as your starting source. A separate worksheet is useful for adding ownership, costs, and the next action your team needs to take.

Keep free samples, refundable samples, and separately negotiated creator work distinguishable. They can have different obligations. This worksheet focuses on seller-approved free samples.

A DIY TikTok Shop sample-tracking worksheet for your team

This free worksheet is for brands managing samples in-house. BPM tracks sample delivery, creator follow-through, content, and costs through its own operating process. The workbook is a DIY resource, not the reporting format or a per-sample spreadsheet deliverable included in BPM’s services.

Download the free TikTok Shop sample tracker (Excel). It includes 100 order rows, posting-rate and sampling-cost calculations, and fields for content permissions. No email signup required.

Use one workbook per batch, enter a fixed review date, and record each sample order once. The tracker separates open windows and exceptions from evaluated orders. You can also copy these fields into your team’s working document:

Field What to record
Creator and sample order Handle, order ID, product and variation
Delivery Confirmed arrival date; flag missing or damaged parcels
Current deadline Applicable deadline and any confirmed change; note when confirmation is still needed
Status In transit, within window, exception under review, posted, or overdue
Content evidence Verified post URL or available LIVE record, plus the date checked
Product link Whether the correct product is attached and available
Content permissions Permitted channels and uses, permission evidence, duration and expiry date
Sample cost Product cost, packing and outbound shipping; include replacements
Follow-up Last contact, the actual issue, next action and named owner
Commercial outcome Orders and returns for a stated reporting window, kept separate from posting status

Avoid one catch-all “pending” column. A lost package needs a fulfillment fix. A delivered sample with an unresolved product question needs an answer. An overdue sample with no response needs a different decision. Those shouldn’t look identical in the report.

These are suggested internal labels, not a reproduction of TikTok’s interface or official fulfillment metric.

Measure a batch that has had time to post

For an internal follow-through measure, pick a delivered batch and wait until its posting windows have closed. Keep unresolved exceptions separate until you can classify them fairly. Track exempted orders separately too, with their costs still visible.

Batch posting rate = evaluated sample orders with verified content ÷ all evaluated sample orders whose applicable posting windows have closed.

Use the same set of orders on both sides of that calculation. Count an order once, even if a creator makes three videos. Track the number of individual assets separately. Record when you checked the batch and distinguish on-time posts from late posts if you update the report.

Here’s a hypothetical example, not a BPM client result:

  • You shipped 100 samples.
  • Forty are still within their posting windows.
  • Sixty have reached the end of their applicable windows, with no unresolved exceptions.
  • Thirty-six of those 60 produced verified content.

Your completed-window posting rate is 60%. The other 40 samples are still open. Report them alongside the rate so nobody mistakes this for the final result of all 100 shipments.

Then put dollars beside it. If the 60 evaluated samples cost $900 in total product, packing and shipping, that’s $25 per sample order that produced content: $900 divided by 36. Include costs for the orders that didn’t produce a post. Leaving them out hides the cost you’re trying to understand.

This is a sampling-cost measure. It excludes staff time, agency fees and other costs unless you add them explicitly. It also doesn’t tell you whether the content generated profitable sales. If no orders produced content, report the spend and zero posts; a cost-per-post figure cannot be calculated.

For the wider operating plan, see what belongs in a TikTok Shop launch budget.

Follow up with something useful

Once a sample arrives, a short check-in can surface a problem before the deadline. Ask whether the correct variation arrived and whether the creator needs factual product information. Give them a useful demonstration idea without scripting an opinion they haven’t formed.

For example:

Hi [name], checking that [product] arrived in good shape. Is there anything you need to try it or show how it works? We have [date] recorded as the posting deadline. Has that changed? If there’s a delivery or product issue, let us know so we can help with the right next step.

Use the actual date and issue. Don’t send a deadline reminder to someone whose package is still missing. Keep follow-ups reasonable and record the response so another teammate doesn’t ask the same question tomorrow.

If several creators stall on the same product, look for a shared cause: the wrong variation, confusing instructions, an unavailable listing, or a product that needs more explanation than the brief provides. The worksheet should help you find something to fix.

From sample activity to a broader program review

In Flower Shop’s June 1–September 24, 2026 report, 456 samples shipped, 290 creators posted, and 406 videos were published. Those are different units: sample shipments, people, and assets. They should not be divided into a sample-completion rate without matching the same orders and posting windows. Read the Flower Shop case study to see how creator activity fits alongside Shop sales and product performance.

A posted video is the next checkpoint

A verified post is not automatically an ad-ready asset. Confirm the required authorization and permitted uses before paid promotion. Once a post is live, use our Spark Ads launch checklist before putting paid spend behind it.

A creator fulfilling a sample obligation is progress. Your next question is whether the content helps a buyer understand and buy the product.

Check what was actually shown, whether the product link works, and what sales and returns look like over a consistent window. Keep paid promotion distinguishable when evaluating results. If you want to reuse a creator’s content in ads or elsewhere, confirm the permissions for that use rather than treating the sample as automatic ownership of the asset.

When you’re evaluating an agency, ask to see how it connects these records. Who approves samples? Who handles delivery issues? Who follows up? What happens to the next sampling decision when a batch produces posts but few worthwhile orders?

Our guide to choosing a TikTok Shop agency covers the broader questions to bring to that conversation. If you need help connecting creator work with the rest of your shop, explore BPM’s TikTok Shop services.

Bring the last completed batch to the conversation. A clear record of what arrived, what got posted and what it cost is more useful than another big shipment count.

Bring Finance Into Your Next Agency Conversation

Your next agency meeting is an opportunity to connect campaign decisions with the economics of your business. Bringing the person who owns your financial numbers into that conversation gives everyone a clearer starting point.

We created a practical resource to help: the Financial Transparency Checklist for Agencies and Clients.

What to bring to the conversation

Start with the information that affects what your business keeps from a sale: product or service delivery costs, discounts, fulfillment, returns, and commissions. Ask your finance lead to clarify which costs are included in your margin figures and whether those figures are before or after advertising.

You can begin with a focused summary, category-level margins, or agreed acquisition targets. Establish who can access the information and how you will update it when costs change.

A shared agenda for marketing and finance

The checklist helps your team work through five areas:

  • Agreeing on what success means for the business.
  • Identifying costs that sit outside campaign dashboards.
  • Sharing useful information with clear boundaries.
  • Turning financial inputs into campaign decisions.
  • Holding a 30-minute monthly review with named owners and next steps.

For the reporting piece, use our guide to calculating marketing efficiency ratio with consistent revenue and cost definitions.

It also includes a meeting record you can copy into your own working document. Use it during onboarding or bring it to an existing agency relationship when targets, costs, or growth plans change.

Make the next decision together

Profit-First Marketing starts with better questions. Before agreeing to a new campaign target or a larger budget, give your agency and finance team a chance to compare their assumptions. The goal is a recommendation everyone can understand and evaluate against the business’s needs.

Open the checklist linked above, choose a finance owner and an agency owner, and make the first conversation about what information is missing.

How to Choose a Paid Social Agency for E-Commerce

Hiring a paid social agency means trusting someone with two things: your advertising budget and the decisions that determine where it goes.

The pitch usually sounds good. Better creative. Smarter targeting. More growth. But when every agency promises performance, how do you evaluate who can actually help your business?

Start with five things: how they understand your margins, measure results, develop creative, approach scaling, and explain their work.

A strong e-commerce paid social agency should be able to connect those pieces into a clear plan for your brand. Here are the questions to ask—and what useful answers look like.

1. Do they understand what you can afford to spend to acquire a customer?

Before recommending a budget, an agency should understand the economics of an order.

That includes your average order value, product costs, discounts, shipping subsidies, fulfillment costs, and returns. Repeat purchases matter, too, but an acquisition plan should distinguish between repeat revenue you’ve measured and repeat revenue you’re hoping for.

Consider a simplified example: a customer places a $100 order, and you have $40 left after variable costs, before advertising. Spending $40 to acquire that order leaves nothing to cover agency fees, fixed overhead, or profit.

That’s why a ROAS target needs context. ROAS—return on ad spend—compares attributed revenue with advertising spend. It doesn’t tell you how much money the business keeps.

Ask a prospective agency:

“How would you determine our acquisition cost target, and what information would you need from us?”

Look for an answer grounded in your business. A useful conversation will include product margins, first-time versus returning customers, and how quickly you need to recover acquisition costs.

You should also understand the full cost of hiring an e-commerce paid social agency: media spend, management fees, creative production, and any additional tools or services.

Bring our agency-client financial transparency checklist to onboarding. It helps both teams agree on the financial inputs, access boundaries, and monthly review process.

2. Can they explain how they’ll measure results?

An agency needs a way to check whether the numbers guiding its decisions are dependable.

Ask how it will review conversion tracking, compare ad-platform reporting with store results, and account for differences between reporting systems. It should explain which numbers inform daily campaign decisions and which help evaluate the overall business.

For example, platform-reported ROAS and store revenue divided by total advertising spend answer different questions. Neither should quietly substitute for the other in a performance report.

Purple star-shaped Pip Pop Post earrings on branded packaging
Pip Pop Post: building the measurement foundation before scaling paid social.

At Best Practice Media, our work with Pip Pop Post began with the measurement foundation. The account had inconsistent conversion tracking and a fragmented campaign structure. We established tracking, rebuilt the campaign approach, and introduced structured creative testing before expanding spend. The published case study reports that managed ad spend grew 14-fold in just over a year while ROAS held at 3.36. Read the Pip Pop Post case study.

The useful hiring question is:

“What would you check before trusting the performance data in our account?”

A good answer should describe specific checks and explain what happens if the data is incomplete.

3. Is there a clear plan for creative?

“Creative testing is included” can mean very different things.

One agency might produce new concepts, write scripts, and coordinate production. Another might resize assets your team supplies. Both can be valid arrangements, but you need to know which one you’re buying.

Ask who owns each step: customer research, concepts, copy, production, approvals, launch, and analysis. Find out what your team will need to provide and how often.

Then ask:

“Show us how a finding from one creative test shapes the next.”

A useful answer might explain how the team would test a product demonstration against a customer story, identify which buying concern each addresses, and use purchase performance to guide the next round.

Our Cacao & Cardamom case study illustrates the connection between creative and campaign performance. The work included a creative refresh tailored to a luxury gifting audience alongside changes to campaign optimization. The published results include a 34% improvement in ROAS and a 13% reduction in cost per purchase while managed spend more than doubled. Read the Cacao & Cardamom case study.

Those results reflect the combined program. When evaluating an agency’s e-commerce case studies, ask the agency to separate what it tested from what it can confidently attribute to a particular change.

4. What earns a budget increase?

Increasing spend should follow a decision process you understand.

Before recommending more investment, an agency should consider performance against your targets, the amount of evidence available, inventory, promotional plans, and your capacity to fulfill additional orders.

Ask:

“What would make you increase our budget—and what would make you hold it steady or reduce it?”

Look for clear decision criteria. You should know what success means, how the team will evaluate it, and how it will respond if efficiency changes as spend grows.

Outdoor barbecue preparation using a Drip EZ tub
Drip EZ: evaluating growth alongside advertising efficiency.

For Drip EZ, BPM’s work combined campaign management, creative and copy changes, and audience strategy. The published case study reports a 430% increase in managed ad spend alongside a 25% improvement in ROAS and a 15% reduction in cost per purchase. Read the Drip EZ case study.

When an agency presents results like these, ask about the comparison period, starting budget, attribution settings, and any changes to pricing or promotions. That context helps you understand how relevant the example is to your situation.

A case study demonstrates experience. Your own scaling plan still needs to be built around your numbers.

5. Will you understand what’s happening in your account?

Before signing, ask to see an example of the reporting and communication you’ll receive.

A useful update should explain what happened, what the team thinks drove it, what remains uncertain, and what it plans to do next. It should also identify decisions or materials needed from your team.

For example, “ROAS declined this week” tells you very little on its own. You need to know whether spend changed, a promotion ended, product availability shifted, or the campaign reached a different customer mix—and what the agency will investigate.

Clarify these responsibilities before the engagement begins:

  • Who manages your account and who is your primary contact?
  • How often will you discuss performance and next steps?
  • Who approves creative and budget changes?
  • Who owns the advertising accounts, data, and creative assets?
  • What happens during onboarding and if the relationship ends?

The answers should make the working relationship easy to picture. Our guide to your first 90 days with a paid social agency outlines the onboarding, testing, and reporting milestones to discuss.

Choose the agency whose reasoning you can evaluate

The right paid social partner should help you understand how your budget becomes a test, how that test produces learning, and how the learning informs the next investment.

Bring your margins, recent store performance, current advertising results, and growth goals to the conversation. Ask the agency to explain what it would investigate first—and why.

At Best Practice Media, our paid social services bring together campaign strategy, creative testing, measurement, and ongoing optimization. If you’re evaluating support for your e-commerce brand, book a free strategy call to discuss your current program and where to focus next.

What Does an E-Commerce Paid Social Agency Cost?

The cost of an e-commerce paid social agency includes more than its management fee. To compare proposals fairly, separate the agency retainer, the money paid to ad platforms, and creative production. Then check what each fee actually covers.

At Best Practice Media, we charge a retainer rather than a percentage of ad spend. Our fee does not automatically grow when your media budget grows. That matters because sometimes the strategic recommendation is to spend less: pause a weak offer, fix a conversion problem, or wait until inventory can support demand.

What are you actually paying for?

  • Media spend: The budget paid to platforms such as Meta. This buys distribution; it is separate from the agency fee.
  • Agency management: Strategy, campaign setup, optimization, analysis, communication, and the specific services listed in your agreement.
  • Creative production: Concepts, copy, design, editing, shoots, or creator content. Ask which are included and which are additional.
  • Supporting work: Tracking implementation, landing pages, product feeds, and reporting tools may have separate scopes.

A low management fee can become an expensive engagement if the work you need sits outside the proposal. An all-inclusive fee can also be poor value if you are buying services you will not use. Compare the scope before comparing the total.

Retainer versus percentage of ad spend

A percentage model links the management fee to the media budget. A retainer prices an agreed scope of work. Neither model tells you, on its own, whether an agency will make good decisions.

We prefer a retainer because it removes an automatic fee increase from the decision to increase spend. We want to be able to recommend a budget cut without that recommendation mechanically cutting our management fee.

A retainer still needs clear boundaries. If you add a platform, a market, or substantially more creative work, ask how a scope change would be handled. “Retainer-based” should not mean “everything, forever.”

How to calculate the full monthly investment

Use this starting point:

Total monthly investment = media spend + agency retainer + separately billed creative + other agreed costs.

For illustration only, imagine $12,000 in media spend, a $3,000 management retainer, and $2,000 in separate creative production. The monthly investment is $17,000. Those are hypothetical figures, not Best Practice Media rates or an industry pricing benchmark.

If a proposal shows only the $3,000 fee, it leaves out most of the cash you need to plan for. Ask about onboarding charges, minimum terms, software costs, and production commitments before you sign.

Can your margins support the investment?

Start with what remains from an order after discounts, product costs, payment fees, shipping subsidies, fulfillment, and an allowance for returns. That amount has to cover acquisition costs and contribute to overhead and profit.

Do not judge affordability using platform ROAS alone. Platform ROAS divides attributed revenue by media spend; it generally does not deduct the agency retainer or creative costs. A campaign can look healthy in Ads Manager while the full acquisition program costs more than the business can support.

Ask your prospective agency how it will connect platform reporting with store revenue, customer mix, and your margin assumptions. A useful proposal should make that conversation easier.

Seven questions to ask before comparing quotes

  1. Which platforms, markets, and accounts are included?
  2. How much new creative is included, and what counts as a revision?
  3. Who handles tracking, product feeds, and landing-page issues?
  4. What is the full cost in month one and in a typical ongoing month?
  5. What work would trigger an additional fee?
  6. How do you decide when to increase, hold, or cut media spend?
  7. What do we retain access to if the engagement ends?

What does Best Practice Media charge?

Best Practice Media uses retainer-based pricing. The scope of an engagement determines the proposal, so this article does not quote a universal monthly fee. Our paid social services cover areas such as strategy, creative, campaign management, tracking, and testing; your proposal should specify exactly which work is included.

If you are evaluating partners, bring your current media spend, target markets, creative resources, and business goals to the conversation. For the broader selection process, read how to choose a paid social agency for e-commerce.