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For agencies and the clients they answer for

Win the AI answer for every client.

Measure where AI platforms name each client, fix what keeps them out, and prove what moved, with the count behind every number, on reports under your agency’s own name.

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One client, measured every week. No card.

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

Every plan measures ChatGPT, Google AI Overview and Google AI Mode, each on its own, never blended.

Ansengine · Overview · NorthwindDemo workspace

Overview

Northwind · Sep 19 to Oct 1, 2026 against Sep 6 to 18, 2026

Named
117of 337

35% of answers

Within normal variation

Linked
78of 337

23% of answers

Within normal variation

Recommended
51of 108

47% of graded answers

Within normal variation

Share of the mentions
117of 500

23% of mentions

Within normal variation

Named first
46of 117

39% of answers naming you

Within normal variation

Tone
2negative of 117 naming you

108 of 117 graded

Named, day by day

Each day's share of answers that name Northwind, with its likely range shaded.

Named, day by day26 days · 670 answers · shaded = 95% band
2026-09-06: 25% named of 24 answers (band 12 to 45%)2026-09-07: 27% named of 26 answers (band 14 to 46%)2026-09-08: 24% named of 25 answers (band 11 to 43%)2026-09-09: 26% named of 27 answers (band 13 to 45%)2026-09-10: 25% named of 24 answers (band 12 to 45%)2026-09-11: 23% named of 26 answers (band 11 to 42%)2026-09-12: 25% named of 28 answers (band 13 to 43%)2026-09-13: 24% named of 25 answers (band 11 to 43%)2026-09-14: 27% named of 26 answers (band 14 to 46%)2026-09-15: 25% named of 24 answers (band 12 to 45%)2026-09-16: 22% named of 27 answers (band 11 to 41%)2026-09-17: 28% named of 25 answers (band 14 to 48%)2026-09-18: 27% named of 26 answers (band 14 to 46%)2026-09-19: 25% named of 24 answers (band 12 to 45%)2026-09-20: 29% named of 28 answers (band 15 to 47%)2026-09-21: 24% named of 25 answers (band 11 to 43%)2026-09-22: 27% named of 26 answers (band 14 to 46%)2026-09-23: 22% named of 27 answers (band 11 to 41%)2026-09-24: 32% named of 25 answers (band 17 to 52%)2026-09-25: 38% named of 26 answers (band 22 to 57%)2026-09-26: 42% named of 24 answers (band 24 to 61%)2026-09-27: 44% named of 27 answers (band 28 to 63%)2026-09-28: 38% named of 26 answers (band 22 to 57%)2026-09-29: 44% named of 25 answers (band 27 to 63%)2026-09-30: 43% named of 28 answers (band 27 to 61%)2026-10-01: 42% named of 26 answers (band 26 to 61%)
Sep 6Oct 1 · 42% of 26
The Overview for Northwind, a fictional demo brand. From Sep 19 to Oct 1, 2026, 117 of 337 answers named it, likely 30% to 40%, against 84 of 333 in the days before.
  • ChatGPT (consumer app): 241 answers
  • Perplexity: 121 answers
  • Google AI Overview: 121 answers
  • Google AI Mode: 67 answers
  • Gemini (consumer app): 60 answers
  • Microsoft Copilot: 60 answers

Proof, dated

No logo wall. The count of what we have measured, and the day it was measured through.

Read from the public demo feed, refreshed every hour.

AI answers measured
17,957
since Jul 11, 2026
buyer questions asked
475
in the last 30 days
brands measured
15
in the last 30 days
answer surfaces read
9
each reported on its own

The problem your clients have

They rank on Google. Then the AI answer names someone else.

A buyer asks an AI platform the question your client wants to win, and gets a short list of names. Each platform builds that list from its own sources, so a client can be named on one and missing on the next. Nobody on the client's side can see it.

One buyer question, asked many times on each AI platform

“what to do when a client will not pay an invoice”

  1. ChatGPT (consumer app)22 runs of this question3 of 22named Northwind
  2. Perplexity11 runs of this question1 of 11named Northwind
  3. Google AI Overview11 runs of this question1 of 11named Northwind
  4. Google AI Mode6 runs of this question1 of 6named Northwind

Demo workspace on Northwind, a fictional brand

The loop

Every AI platform, one client, three jobs.

Each AI platform answers from its own sources, so each is measured on its own, in the app buyers open: asked the same questions in the same minute, the ChatGPT app and its developer API shared one domain of seven. The loop turns what it finds into work with an owner, then checks that the work moved the answer.

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

Northwind

One client, every platform

  1. 01

    Measure

    Answers that name the client, counted on each AI platform, 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 questions

    29 of 146 to 30 of 146 answers

    Flat

Demo workspace on Northwind, a fictional brand, Sep 6 to Oct 1, 2026. Your numbers come from your own answers, the same way.

One console for the whole book

Everything an agency sells, in one place.

The roster, the reports, the pitch, the outreach, the alerts and the questions a client asks you on a call. Each one is a real screen of the console, shown here on the demo workspace.

  • The client roster

    Every client in one workspace, each with its own count and likely range.

    ClientsDemo workspace

    Clients

    9 clients · answers that name 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
    0%30%60%
    The client roster: 9 clients in one workspace, each with the answers that name it, of the answers measured.
  • Reports under your name

    A client report and a quarterly review a client can read without you in the room.

    Client reportDemo workspace
    YA

    Your agency

    AI visibility report

    Northwind
    Sep 6 to Oct 1, 2026

    Answers that name 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

    Measured through Oct 1, 2026. Each count is out of the answers measured on that AI platform.

    A client report for Northwind, prepared under the agency's own name: 231 of 670 answers named it from Sep 6 to Oct 1, 2026, with the likely range and each AI platform's count.
  • Pitches for prospects

    A market scan finds the businesses AI leaves out, with the answer that proves it.

    PitchesDemo workspace

    Market scan · family dental · Austin, TX

    Lakeside Family Dental

    not named in 12 of 12 answers read

    Pitch ready
    Google
    Google AI Overview answered
    “The top family dentists in Austin include Brightwater Dental Partners, Cedar Ridge Dental Co and Westlake Smile Studio.”
    A pitch for Lakeside Family Dental, a fictional prospect: not named in 12 of 12 answers read. The answer that proves it, quoted from Google AI Overview.
  • Alerts per client

    A client under the floor you set shows up here before the client calls.

    AlertsDemo workspace

    Alerts

    Clients named in fewer answers than the floor you set, 35 in every 100.

    • Northwind231 of 670 answers
    • Bluefin Roofing232 of 748 answers
    • Kestrel Legal199 of 712 answers
    Alerts for the clients under the floor the agency set, each with its count of answers.
  • Ask

    Ask anything about a client and get an answer built from its counts.

    AskDemo workspace

    Where is Northwind weakest, and why?

    Microsoft Copilot: 14 of 60 answers name Northwind, the fewest of its AI platforms. The site it cites most for these questions is linkedin.com.
    Ask: where is Northwind weakest, answered with the counts per AI platform.
  • Rivals, per platform

    Who each AI platform names beside the client, counted, never ranked.

    RivalsDemo workspace

    Who each AI platform names

    670 answers · an order by counts, never a rank

    Rivals for Northwind: on ChatGPT (consumer app), 99 of 241 answers name Northwind, beside each rival's own count.
  • All questions

    Every buyer question with its count, its last 14 days and a cell per AI platform.

    All questionsDemo workspace

    All questions

    62 tracked · each row with its own count, its last 14 days and a cell per AI platform

    QuestionNamed14 daysAI platforms
    best invoice reminder software for small business38 of 6209-18: named 2 of 4 (too few to rate) · 09-19: named 2 of 5 (too few to rate) · 09-20: named 3 of 6 (too few to rate) · 09-21: named 2 of 4 (too few to rate) · 09-22: named 3 of 5 (too few to rate) · 09-23: named 3 of 6 (too few to rate) · 09-24: named 2 of 4 (too few to rate) · 09-25: named 4 of 5 (too few to rate) · 09-26: named 5 of 6 (too few to rate) · 09-27: named 3 of 4 (too few to rate) · 09-28: named 4 of 5 (too few to rate) · 09-29: named 5 of 6 (too few to rate) · 09-30: named 3 of 4 (too few to rate) · 10-01: named 4 of 5 (too few to rate)
    OpenAI
    Perplexity
    Google
    Google
    Gemini
    Copilot
    can QuickBooks send automatic invoice reminders37 of 6709-18: named 2 of 5 (too few to rate) · 09-19: named 2 of 6 (too few to rate) · 09-20: named 2 of 4 (too few to rate) · 09-21: named 2 of 5 (too few to rate) · 09-22: named 3 of 6 (too few to rate) · 09-23: named 2 of 4 (too few to rate) · 09-24: named 3 of 5 (too few to rate) · 09-25: named 4 of 6 (too few to rate) · 09-26: named 3 of 4 (too few to rate) · 09-27: named 4 of 5 (too few to rate) · 09-28: named 4 of 6 (too few to rate) · 09-29: named 3 of 4 (too few to rate) · 09-30: named 4 of 5 (too few to rate) · 10-01: named 4 of 6 (too few to rate)
    OpenAI
    Perplexity
    Google
    Google
    Gemini
    Copilot
    how to automate late payment reminders for clients30 of 6309-18: named 2 of 6 (too few to rate) · 09-19: named 1 of 4 (too few to rate) · 09-20: named 2 of 5 (too few to rate) · 09-21: named 2 of 6 (too few to rate) · 09-22: named 2 of 4 (too few to rate) · 09-23: named 2 of 5 (too few to rate) · 09-24: named 3 of 6 (too few to rate) · 09-25: named 2 of 4 (too few to rate) · 09-26: named 3 of 5 (too few to rate) · 09-27: named 4 of 6 (too few to rate) · 09-28: named 2 of 4 (too few to rate) · 09-29: named 3 of 5 (too few to rate) · 09-30: named 4 of 6 (too few to rate) · 10-01: named 3 of 4 (too few to rate)
    OpenAI
    Perplexity
    Google
    Google
    Gemini
    Copilot
    best accounts receivable automation for freelancers30 of 6809-18: named 1 of 4 (too few to rate) · 09-19: named 2 of 5 (too few to rate) · 09-20: named 2 of 6 (too few to rate) · 09-21: named 1 of 4 (too few to rate) · 09-22: named 2 of 5 (too few to rate) · 09-23: named 2 of 6 (too few to rate) · 09-24: named 2 of 4 (too few to rate) · 09-25: named 3 of 5 (too few to rate) · 09-26: named 3 of 6 (too few to rate) · 09-27: named 2 of 4 (too few to rate) · 09-28: named 3 of 5 (too few to rate) · 09-29: named 4 of 6 (too few to rate) · 09-30: named 2 of 4 (too few to rate) · 10-01: named 3 of 5 (too few to rate)
    OpenAI
    Perplexity
    Google
    Google
    Gemini
    Copilot
    invoice reminder software that works with Xero24 of 6409-18: named 1 of 5 (too few to rate) · 09-19: named 2 of 6 (too few to rate) · 09-20: named 1 of 4 (too few to rate) · 09-21: named 1 of 5 (too few to rate) · 09-22: named 2 of 6 (too few to rate) · 09-23: named 1 of 4 (too few to rate) · 09-24: named 2 of 5 (too few to rate) · 09-25: named 3 of 6 (too few to rate) · 09-26: named 2 of 4 (too few to rate) · 09-27: named 3 of 5 (too few to rate) · 09-28: named 3 of 6 (too few to rate) · 09-29: named 2 of 4 (too few to rate) · 09-30: named 2 of 5 (too few to rate) · 10-01: named 3 of 6 (too few to rate)
    OpenAI
    Perplexity
    Google
    Google
    Gemini
    Copilot
    named not named no surface too few to ratedarker = named more often, above 8 answers
    All questions for Northwind: each buyer question with the answers that named it, of the answers measured.

Citation outreach

From the page AI cites to the answer that cites your client.

The AI platforms build their answers from a small set of pages. Getting your client onto the right ones, honestly, is the work that moves the number. Ansengine runs it as one path.

Ansengine · GapsDemo workspace

Gaps

Pages AI platforms cite in answers that leave Northwind out, each with the one lever that fits it.

  • reddit.com

    Thread · 86 of 131 answers citing it leave you out · 5 AI platforms

    Reply in the thread
  • g2.com

    Review site · 63 of 96 answers citing it leave you out · 4 AI platforms

    Complete your profile
  • youtube.com

    Video · 48 of 74 answers citing it leave you out · 4 AI platforms

    Pitch the creator
  • capterra.com

    Directory · 43 of 66 answers citing it leave you out · 3 AI platforms

    Claim your listing
Gaps for Northwind: reddit.com is cited in 131 answers and 86 of them leave Northwind out. The lever: reply in the thread.
  1. 1

    The pages AI cites

    Every page the AI platforms cite in answers that leave your client out, kept per platform and refilled after every round.

    reddit.com · 86 of 131 answers without Northwind

  2. 2

    The right lever

    One lever per page. An editor gets a pitch, a thread gets a disclosed reply, a review site gets a profile checklist.

    Thread: reply in the thread

  3. 3

    The draft

    Written from the client's verified facts only, with the relationship stated and no invented numbers.

    Verified facts only

  4. 4

    Your approval

    Nothing is sent or posted without your team's approval of the exact words. Until sending from Ansengine is switched on, your team sends the email itself.

    Approved by your team

  5. 5

    The placement

    When the page goes live, Ansengine fetches it, confirms the client is on it, and checks again at 7, 30 and 90 days.

    Checked at 7, 30 and 90 days

  6. 6

    The answer that cites it

    The questions the page feeds are measured again, and a lift counts only when the ranges separate.

    7 of 40 to 22 of 42 answers

What we will not do. Post from accounts the client does not own, buy votes, sell links, or edit Wikipedia for a brand. A publisher’s fee, when one is asked, is labelled, approved by the client and reported as paid.

Numbers with their counts

A number a client can check.

Every number in Ansengine leads with its count, then its rate, then how sure it is. A bare percentage gives a client nothing to check, and nothing to trust.

An Ansengine number

8 of 239 answers

3%likely 2% to 6%

The count first, the rate second, the range beside it, over a window that is always stated. Under eight answers there is no percentage at all.

A bare percentage

3%

  • Of how many answers?
  • Over which days?
  • How sure is it?

Nothing here a client can check.

Pricing

Start with one client, free.

Agency Free measures your first client every week, with no card. Every plan measures the same way, with the same statistics; higher tiers measure more clients and questions, never more honestly.

Plans for agencies

Agency Free

Your first client, measured every week.

$0

no card

Start free
  • 1 client
  • 10 buyer questions measured every week
  • 3 market scans and 3 measured pitches a month
  • Pitch reports

A paid agency plan adds clients, white label reports and the QBR.

Agency Starter

Your first six clients, under your own brand.

$249/ month

billed monthly · cancel any time

Start free, no card

Starts on Agency Free, then moves up to Agency Starter when checkout opens.

  • 150 buyer questions, shared across your book
  • 6 client brands, each on its own link
  • Unlimited seats
  • Weekly on every question, on each AI platform
  • 40 Pulse questions a month

AI platforms · tap to add

OpenAI
Google
Google
Grok
  • White label client reports, one link per client
  • The QBR, assembled from measured facts only
  • 10 ACQUIRE scans a month
  • Cross client benchmark on one page
  • Per client budget fairness in the scheduler
Our pick

Agency

Fifteen clients, every number defensible at renewal.

$499/ month

billed monthly · cancel any time

Start free, no card

Starts on Agency Free, then moves up to Agency when checkout opens.

  • 300 buyer questions, shared across your book
  • 15 client brands, each on its own link
  • Unlimited seats
  • Weekly on every question, on each AI platform
  • 140 Pulse questions a month

AI platforms · tap to add

OpenAI
Google
Google
Grok
  • White label client reports, one link per client
  • The QBR, assembled from measured facts only
  • 20 ACQUIRE scans a month

Agency Scale

Forty clients, one portfolio view.

$999/ month

billed monthly · cancel any time

Start free, no card

Starts on Agency Free, then moves up to Agency Scale when checkout opens.

  • 600 buyer questions, shared across your book
  • 40 client brands, each on its own link
  • Unlimited seats
  • Weekly on every question, on each AI platform
  • 320 Pulse questions a month

AI platforms · tap to add

OpenAI
Google
Google
Grok
  • Everything in Agency
  • 40 ACQUIRE scans a month

Checkout carries the plan you pick, not this configuration. Once you sign up, ask for AI platforms and scan packs under Settings, Add to your plan, or email support@ansengine.co, and we add them by hand.

Custom

Networks and holding groups: Grok on native xAI Live Search, the cadence written into your contract, custom pools and caps.

Talk to us

Add AI platforms per question, compare every plan and read the pricing questions on the pricing page.

Questions

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 buyer questions 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 Starter is $249 a month for 6 clients.

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

That question 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 AI platforms are measured?

Every plan measures ChatGPT, Google AI Overview and Google AI Mode, each reported on its own and never blended. Six more can be added per question, on request. 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 rivals named instead and the buyer questions 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 buyer questions and AI platforms, 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

Put your next client in the answer.

Start with one client, measured every week, free. When the book grows, the plan grows with it.

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

Demo workspace, a fictional brand