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For agencies

Show every client where AI mentions them. Then move it.

When a client asks why ChatGPT recommends a competitor, answer with the count behind it, the fix for each model, and the proof that the fix worked, on reports under your agency's name.

Runs the free report on any site, with real answers.

Or start Agency Free: one client measured every week, no card.

Ansengine · ClientsDemo workspace

Clients

9 clients · answers that mention each client, of its own answers, with the likely range

Harbor Dental Group
641 of 1236 answers
Alder and Vine Wines
388 of 902 answers
Summit Physio
336 of 884 answers
Northwind
231 of 670 answers
Bluefin Roofing
232 of 748 answers
Kestrel Legal
199 of 712 answers
Lumen Optics
141 of 566 answers
Copperline HVAC
117 of 531 answers
Fernbrook Realty
79 of 438 answers
0%30%60%
The client roster: 9 clients in one workspace, each with the answers that mention it, of the answers measured.

What changes for the agency

Win the client. Deliver the work. Keep the retainer.

  1. 01

    Win the client

    Scan a vertical and a metro, and open with the AI answer that names three competitors and not the prospect. A pitch report carries the prospect's own counts before they sign.

    PitchesDemo workspace

    Market scan · family dental · Tarrow Bay

    Quillmere Family Dental

    not mentioned in 12 of 12 answers read

    Pitch ready
    Google
    Google AI Overview answered
    “The top family dentists in Tarrow Bay include Sunmere Dental Care, Sprucewick Dental Co and Wendlow Smile Studio.”
    A pitch for Quillmere Family Dental, a fictional prospect: not mentioned in 12 of 12 answers read. The answer that proves it, quoted from Google AI Overview.
  2. 02

    Deliver the work

    Every gap becomes a card with why, an owner and a due date: the page to get onto, the lever that fits it, and a draft from the client's verified facts, approved before anything leaves.

    OpportunitiesDemo workspace

    Opportunities

    Every fix carries why, with its count, an owner, a due date and the proof that follows.

    • Reply in the reddit.com thread from the brand's own account

      86 of 131 answers citing it leave Northwind out

      MRDue Oct 20, 2026

      In progress
    • Complete the g2.com profile and ask real customers for reviews

      63 of 96 answers citing it leave Northwind out

      JTDue Oct 27, 2026

      To do
    Opportunities for Northwind. First: Reply in the reddit.com thread from the brand's own account, because 86 of 131 answers citing it leave Northwind out. Owner MR, due Oct 20, 2026.
  3. 03

    Keep the retainer

    After the work ships, the prompts it feeds are measured again. A lift is called only when the ranges separate, beside a control, and losses print at the same size as wins.

    ResultsDemo workspace

    Results

    Before and after, each with its count. A lift is confirmed only when the two likely ranges no longer overlap.

    • OpenAI
      best invoice reminder software for small business

      7 of 40 answers (9% to 32%) to 22 of 42 (38% to 67%)

      Lift confirmed
    • Control prompts, held back from every fix

      29 of 146 answers (14% to 27%) to 30 of 146 (15% to 28%)

      Flat
    Results for Northwind: on ChatGPT (consumer app), "best invoice reminder software for small business" went from 7 of 40 answers mentioning it to 22 of 42, and the ranges separated. The control prompts held at 29 of 146 and 30 of 146.

The loop

The loop, for every client on the book.

Measure each client on each model, turn what is missing into owned work, and prove what moved. The whole pool is measured weekly, on every model in the plan.

  • ChatGPT
  • Perplexity
  • AI Overviews
  • AI Mode
  • Gemini
  • Copilot

Northwind

One client, every model

  1. 01

    Measure

    Answers that mention the client, counted on each model, never blended.

    • ChatGPT (consumer app)99 of 241
    • Perplexity45 of 121
    • Google AI Overview35 of 121
    • Google AI Mode18 of 67
  2. 02

    Fix

    A queue where every card carries why, with its count, an owner and a due date.

    • MRReply in the reddit.com thread from the brand's own account86 of 131 answers citing it leave Northwind out
    • JTComplete the g2.com profile and ask real customers for reviews63 of 96 answers citing it leave Northwind out
    • AKPitch the youtube.com creator a walkthrough48 of 74 answers citing it leave Northwind out
  3. 03

    Prove

    A lift is called only when its likely range clears the one before, beside a control that no fix touched.

    best invoice reminder software for small business

    7 of 40 to 22 of 42 answers

    9% to 32%, then 38% to 67%

    Lift confirmed

    Control prompts

    29 of 146 to 30 of 146 answers

    Flat

Demo workspace on Northwind, a fictional brand, Sep 18 to Oct 13, 2026. Your numbers come from your own answers, the same way.

The deliverable

The report is yours. So is the quarterly review.

One link per client on a paid agency plan: your logo, your accent, your report name, and our mark stays off unless you turn it on in Settings. Lock it with a passphrase, serve it from your own subdomain once you verify it, and see how many times the client opened it. Switch on the weekly email for a client and it delivers the link from our sending address with your name at the top of it, or from your own domain once you verify it.

One pool of prompts serves the whole book. Put 60 prompts on the client that needs depth and 10 on the one that does not. An admin can set aside slots for any client: no other client can take them, and that client never takes more.

Client reportDemo workspace
YA

Your agency

AI visibility report

Northwind
Sep 18 to Oct 13, 2026

Answers that mention Northwind

231 of 670

34%, likely 31% to 38%

3 confirmed lifts, printed at the same size as the 2 receipts that did not confirm.

  • OpenAI
    ChatGPT (consumer app)
    99 of 241 answers
  • Perplexity
    Perplexity
    45 of 121 answers
  • Google
    Google AI Overview
    35 of 121 answers
  • Google
    Google AI Mode
    18 of 67 answers

Measured through Oct 13, 2026. Each count is out of the answers measured on that model.

A client report for Northwind, prepared under the agency's own name: 231 of 670 answers mentioned it from Sep 18 to Oct 13, 2026, with the likely range and each model's count.

Pricing

Start with one client free. Add the book when it pays.

Agency Free measures one client every week with no card. The paid agency plans add clients, white label reports and the quarterly review, with unlimited seats.

See agency pricing, from $199 a month

Or start free: one client and three measured pitches a month, no card.

Prompts

What agencies ask before the first client.

Plain answers, with the numbers read from the plans themselves.

What does Agency Free include?

One client with 10 prompts measured every week, three market scans and three measured pitches a month, and three seats. No card. Its reports carry your workspace's name and the line "Measured by Ansengine"; a paid agency plan adds clients, takes the line off and adds the quarterly review. Agency Launch is $199 a month for unlimited clients (fair use: 25 new clients and prospect workspaces a month), unlimited prompts, 10,000 AI answers measured a month and 200 AI actions a month.

My client will ask if the numbers are accurate. What do I tell them?

That prompt is the product. AI gives a different answer each time it is asked, so no single answer is the number: every answer is graded, and each number on the report says how many answers it came from, with its likely range beside it. Below eight answers there is no percentage at all, only the counts. The raw answers export on every plan, so a client can check the grading themselves.

Which models are measured?

Every plan measures ChatGPT, Google AI Overview and Google AI Mode, each reported on its own and never blended. Three more can be added per prompt, on request, and two developer APIs on Agency Scale and custom plans. The answers are read from the apps buyers open, not only from a developer API.

Can the reports carry our brand?

On a paid agency plan, yes: your logo, your accent and your report name, and our mark stays off unless you turn it on. A report can be served from your own subdomain once you verify it, locked with a passphrase, and you can see when the client opened it.

Does anything publish or send without us?

No. Nothing publishes without an approval from your team, and an API key or connected agent you authorise can give that approval. Anything that cannot be undone takes two steps on purpose: one to arm, one to confirm. A reply in a thread goes from the brand's own connected account, disclosed, and only after approval. Outreach email goes from your own mailbox until sending from Ansengine is switched on.

What if a client's numbers come back bad?

Then you have the pitch. A zero prints as a zero with the count behind it, next to the competitors mentioned instead and the prompts the client is missing from. Losses print at the same size as wins on the report, which is why the wins get believed.

Why not just ask ChatGPT ourselves?

Ask it twice and watch the names change. One reading is an anecdote, so the free report reads 150 answers across your prompts and models, and every rate shows the count it rests on. A manual check also cannot show which pages the answer leaned on, which is where the fix is.

Do you post on Reddit or buy links for clients?

No. We do not post from accounts the client does not own, buy votes, sell links or edit Wikipedia for a brand. A thread gets a disclosed reply from the brand's own account, a review site gets a profile checklist and a request to real customers, and an editor gets a pitch written from verified facts.

Agency Free · no card

Bring the answer to the first meeting.

Run the free check on any client or prospect: the models that leave it out, the competitors mentioned instead, and the pages to earn. Then start the client on Agency Free.

  • ChatGPT (consumer app): Northwind, mentioned in 99 of 241 answers
  • Perplexity: Northwind, mentioned in 45 of 121 answers
  • Google AI Overview: Northwind, mentioned in 35 of 121 answers

Demo workspace, a fictional brand