AGAgency White-Label AI Reports by GPT Shop Ltd

For SEO, content and digital agencies

Give your clients a white-label AI search visibility report without building the research stack.

We run 30 buyer questions across AI models for your client's category, check their site for crawler and content gaps, and deliver a PDF with your agency name on the cover. You send it to the client. We stay in the background.

One-off or packs. PDF within 2 working days. Your name on the cover. Ours only in the fine print if you want it there.

Top of a sample white-label AI visibility report cover branded Northline Digital

Sample cover branded as Northline Digital (invented agency) for Extract Coffee Roasters. Extract Coffee is not a customer. Every number is from a real public run.

What your client receives

The same research we sell direct, with your brand on it

01

Your name on the cover

Checkout asks for the cover brand. We put that name at the top of the PDF. GPT Shop Ltd stays off the cover.

02

Visibility rate and gaps

How often AI answers name your client across 30 buyer questions and 2 models, plus the questions they miss.

03

Who gets named instead

Competitor counts from the same answers, so your client sees who the models recommend today.

04

Technical checks

robots.txt rules for GPTBot, PerplexityBot and ClaudeBot, plus llms.txt, schema, meta and sitemap.

05

Fixes in priority order

Seven specific fixes with why, how and effort. Written so your account team can brief the client.

06

Every question and answer

The full table of 30 questions and first brands named, so nobody has to take the summary on trust.

Sample report

See the white-label format before you order

This sample uses public information about Extract Coffee Roasters (Bristol). The agency name Northline Digital is invented to show cover branding. Extract Coffee did not commission this report and is not a customer. The visibility figures are from the same generator we use for paid orders.

Page one of the sample white-label report

Page 1: agency cover line, visibility rate, summary.

What agencies use it for

  • A paid add-on inside an SEO or content retainer
  • A prospecting leave-behind after a discovery call
  • Proof for a GEO / AI-search upsell before you build the content plan
  • A recurring monthly check once you have a pack

Open the full 6-page sample (PDF, 199 KB)

Direct (non-white-label) reports for end businesses are at aivisibility.gptshopltd.com for $199.

How it works

You sell it. We produce it. You deliver it.

Step 1

Pay and send the brief

Checkout asks for your agency name, the client website, and the cover brand. Reply to the receipt with the client's category, market and up to 3 competitors.

Step 2

We run the research

Same process as our direct $199 report: 30 buyer questions, 2 AI models, site checks, prioritised fixes. A person reads it before it leaves.

Step 3

You get the PDF

Emailed to you within 2 working days. You forward it to the client under your own relationship. We do not contact your client.

Pricing

Agency rates, no monthly commitment

Single report

$99 one-off
  • One white-label PDF for one client site
  • Your agency name on the cover
  • 30 questions, 2 models, site checks, 7 fixes
  • Within 2 working days
  • We never email your client

Pack of 5

$399 one-off
  • Five reports for five client sites ($79.80 each)
  • Same white-label format
  • Use within 90 days of purchase
  • Send each brief when the client is ready
  • No subscription

Paid through Stripe in US dollars. If we cannot produce a useful report (for example the site blocks every automated visit), we tell you and refund that report. Questions first? Email us.

FAQ

Questions agency owners ask

Will my client see GPT Shop Ltd?

Not on the cover. The cover shows the name you give us at checkout. The footer names GPT Shop Ltd as the producer, with our UK company number, so the document stays honest. If you need the producer line removed for a specific client, say so when you order and we will confirm what we can do.

Can I resell this at my own price?

Yes. The $99 / $399 figures are what you pay us. What you charge your client is your decision. Many agencies put this inside a larger SEO or content engagement.

Do you contact my client?

No. We only email the address that paid. You own the client relationship.

Is this the same as the $199 direct report?

Same research method and PDF structure. The agency version adds your cover brand and a lower unit price because you handle sales and delivery. Direct buyers go to aivisibility.gptshopltd.com.

Which AI models do you test?

We call models through their official APIs (today Google Gemini Flash and Gemma 4). Exact model names are printed in each report. We do not scrape ChatGPT or Perplexity apps.

How fast can you turn around a pack?

Each report is within 2 working days of that brief. A pack of 5 can run in parallel if you send all briefs together, or one by one over 90 days.

Who is behind this?

GPT Shop Ltd, a UK limited company (no. 15766335). You deal with the founder, Chris Elder, at {EMAIL}.

Who you deal with

Chris Elder, founder

I produce every agency report myself. Your client never hears from me unless you ask me to join a call.

  • Ex-Amazon. Built and led 3P Grocery operations globally.
  • Former British Army officer, Royal Logistic Corps.
  • GPT Shop Ltd, a UK limited company, no. 15766335. You email me directly at chris@gptshopltd.com.

Add AI search reports to your agency offer

$99 per white-label PDF, or 5 for $399. Delivered to you within 2 working days.