AI visibility for brands, agencies, local businesses and franchises

Be the name AI gives your buyers.

What Ansengine measures, fixes and proves

Ansengine measures whether that name is yours on the surfaces buyers actually open, asking 5 times because the names change. Then it drafts the fix with your approval and proves the lift on a report wearing your logo.

200 real answers · no card · we email you when it lands

Demo workspace · 670 answers
Overview
Named in AI answers · last 26 days · buyer questions only
34%231 of 670 answers · likely 31% to 38%
Prior window 27% (21 to 33%) over 181 answers; this window 42% (35 to 49%) over 182 answers. The ranges separate, so the move is real.16%54%
Shaded = the prior week’s range · dot = this week (42% of 182) · a real rise
Own site cited
24%
158 of 670 answers link Northwind's own site
Questions tracked
62
48 unbranded, the competitive read
Engines measuring
6
each reported on its own, never averaged
Measured days
26
through Sep 12, every engine

Named rate by engine

Over 26 measured days. Dot = rate · bar = 95% range · dot size = answers behind it · hollow = under the floor of 8.

OpenAI
ChatGPT
99 of 241
Perplexity
Perplexity
45 of 121
Google
AI Overviews
35 of 121
Google
AI Mode
18 of 67
Gemini
Gemini
20 of 60
Copilot
Copilot
14 of 60
0%25%50%

Who gets named instead

answers naming each company, of the same 670

Sources the engines lean on

523 of 670 answers carried a source

[ platform ]

Everything you need to be the answer.

Measure your share of AI answers, see who the engines cite instead, ship the fix, and prove the lift. For one brand, a book of clients, a business on a block, or a franchise across a country.

OpenAI
ChatGPT
99 of 241
Perplexity
Perplexity
45 of 121
Google
AI Overviews
35 of 121
0%25%50%

Measure

Your share of every AI answer, with its count and range.

See how it works

Diagnose

Who the engines cite instead, page by page.

See how it works
  • what to do when a client will not pay an invoiceDrafted
  • how to charge late fees on unpaid invoicesDrafted
  • polite payment reminder email templateDrafted

Fix

The fix, drafted from your facts and staged for your approval.

See how it works
  • OpenAI
    best invoice reminder software for small business
    Lift confirmed
    18% (7 of 40) to 52% (22 of 42)
  • Perplexity
    how to chase an invoice without losing the client
    Lift confirmed
    16% (5 of 32) to 53% (17 of 32)

Prove

The lift, confirmed only when the ranges separate.

See how it works
Harbor Dental Group · 4 locations
  • Austin41 of 88
  • Round Rock29 of 84
  • Cedar Park18 of 80
  • Pflugerville9 of 76

Local and franchise

Every location measured on its own block, rolled up on one page.

See how it works
  • GPTBot1,241 · 43 spoofed
  • OAI-SearchBot604 · 8 spoofed
  • ChatGPT-User351 · 37 spoofed
  • PerplexityBot289 · 7 spoofed
  • Vercel, Cloudflare, Netlify, CloudFront, Fastly, Akamai, Google Cloud, WordPress.

AI traffic

Which crawlers read which pages, verified against the vendors' own IP ranges, and who sends people back.

See how it works
  • Duebirdrival19 units
  • Kestrel Billingrival11 units
  • Meridian Payments9 units
  • 38 of 670 answers carried a sponsored unit.

Ads radar

Who is buying the answer on your questions, creative by creative, counted from the answer itself.

See how it works
  • Marlowe Eyewear Harbor Round27 cards
  • Sable and Co Slim Acetate Frame21 cards
  • Lumen Optics Skyline Frameyours9 cards
  • 19 of 233 cards were the brand's own.

Shopping

The carousel, card by card: what AI shows when buyers ask, and your share of it.

See how it works
  • Harbor Dental Group52%
  • Alder and Vine Wines43%
  • Summit Physio38%
  • White label report and quarterly review, one link per client.

Agencies

Acquire finds the clients AI ignores; one roster, reports under your logo.

See how it works

Demo workspace on a fictional brand · your report runs on your own answers, the same way

[ why the number is right ]

Three things a score cannot fake.

Most tools ask an API once and print a rank. We ask the surfaces buyers open, ask them again and again, and put the count and the range under every rate.

01 · The surface buyers open

Measured on chatgpt.com, not the API.

The app and the developer API shared 0 of 23 cited sources on the same questions. Every engine below is the one your buyer actually reads, scored on its own.

OpenAI
ChatGPT
99 of 241
Perplexity
Perplexity
45 of 121
Google
AI Overviews
35 of 121
Google
AI Mode
18 of 67
Gemini
Gemini
20 of 60
Copilot
Copilot
14 of 60
0%25%50%

02 · The range on every rate

34% named, likely 31% to 38%.

231 of 670 answers in 26 days. A move is real only when the bands stop overlapping; this week 76 of 182, the week before 48 of 181.

Named rate, day by day26 days · 670 answers · shaded = 95% band
2026-08-18: 25% named of 24 answers (band 12 to 45%)2026-08-19: 27% named of 26 answers (band 14 to 46%)2026-08-20: 24% named of 25 answers (band 11 to 43%)2026-08-21: 26% named of 27 answers (band 13 to 45%)2026-08-22: 25% named of 24 answers (band 12 to 45%)2026-08-23: 23% named of 26 answers (band 11 to 42%)2026-08-24: 25% named of 28 answers (band 13 to 43%)2026-08-25: 24% named of 25 answers (band 11 to 43%)2026-08-26: 27% named of 26 answers (band 14 to 46%)2026-08-27: 25% named of 24 answers (band 12 to 45%)2026-08-28: 22% named of 27 answers (band 11 to 41%)2026-08-29: 28% named of 25 answers (band 14 to 48%)2026-08-30: 27% named of 26 answers (band 14 to 46%)2026-08-31: 25% named of 24 answers (band 12 to 45%)2026-09-01: 29% named of 28 answers (band 15 to 47%)2026-09-02: 24% named of 25 answers (band 11 to 43%)2026-09-03: 27% named of 26 answers (band 14 to 46%)2026-09-04: 22% named of 27 answers (band 11 to 41%)2026-09-05: 32% named of 25 answers (band 17 to 52%)2026-09-06: 38% named of 26 answers (band 22 to 57%)2026-09-07: 42% named of 24 answers (band 24 to 61%)2026-09-08: 44% named of 27 answers (band 28 to 63%)2026-09-09: 38% named of 26 answers (band 22 to 57%)2026-09-10: 44% named of 25 answers (band 27 to 63%)2026-09-11: 43% named of 28 answers (band 27 to 61%)2026-09-12: 42% named of 26 answers (band 26 to 61%)
Aug 18Sep 12 · 42% of 26

03 · Every day, on the record

26 measured days, every engine, every question.

The run ledger as a shape: how often we asked each engine, and on which days the brand was named at least once. Download every answer as CSV on any plan.

OpenAI
ChatGPT
Perplexity
Perplexity
Google
AI Overviews
Google
AI Mode
Aug 30
Sep 6
Sep 12

Filled = named that day · tinted = answered, not named · dashed = not measured. Hover a cell for the count.

[ who it is for ]

Built for everyone AI answers about.

[ for agencies ]

Find the client. Deliver the work. Renew on receipts.

Every AI visibility tool starts after you have won the client. Ansengine starts before: Acquire scans a vertical and a metro and hands you the businesses the engines never name, scored for how closeable they are, with the verbatim answer naming their rivals and a checked contact route. No other product does this. Then the whole book runs under one login, and the report renews the retainer.

Acquire · only in Ansengine
Ansengine · AcquireDemo workspace
Scan
family dental
Austin, TX · 3 engines
Answers read
120
counts first, always
Never named
9
businesses absent from every answer

Scored prospects

each carries the verbatim answers behind the claim and a checked contact route

  • Lakeside Family DentalNever named by AI
    Mueller · 4.8 stars · 312 reviews · Maps pack #2 · never named in 12 of 12 answers read
    83
    pitchability
  • Barton Springs SmilesRivals named instead
    Zilker · 4.9 stars · 198 reviews · Maps pack #3 · rivals named instead in 9 of 12 answers
    76
    pitchability
  • Hill Country Implant StudioBlocks AI crawlers
    Westlake · 4.7 stars · 141 reviews · Maps pack #4 · site blocks two AI crawlers
    71
    pitchability
  • Mesa Dental CoNever named by AI
    South Lamar · 4.6 stars · 87 reviews · Maps pack #6 · never named in 11 of 12 answers read
    64
    pitchability

The receipt · Lakeside Family Dental

the answer that names three rivals and not them, verbatim

Google
Google AI Overview

The top family dentists in Austin include Brightwater Dental Partners, Cedar Ridge Dental Co and Westlake Smile Studio.

Lakeside Family Dental is not mentioned in any of the 12 captured answers.

Highest leverage fixes
  1. 01Earn the Healthgrades and Zocdoc listings the engines cite
  2. 02Publish an answer first page for the invisalign question
  3. 03Unblock PerplexityBot in robots.txt
Contact routeDeliverability checked
Owner · d•••@lakesidefamilydental.example

Forward the answer that proves it, book the call. Do not contact lists are checked before anything is sent.

Ansengine · ClientsDemo workspace

Every brand in the workspace

9 brands measured daily · named rate over the last 26 days, each with its own count · the middle of this book is 31%

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%

Acquire

Name a vertical and a metro. The engines' own answers hand you the businesses they ignore, each with the answer that proves it. That is your opener.

White label everything

The client report, the portfolio link and the quarterly review ship on your own domain with our mark removed.

Prove the retainer

Before and after with separated ranges, on one link a client can read without you in the room.

See it for agencies

[ the honesty contract ]

What we refuse to show you.

No rank positions. An average position over sampled AI answers is statistically invalid. We report share of appearance with the count and a range, and say so on every screen.

No branded inflation. Questions that name you guarantee a mention. They are measured separately and never blended into your competitive rate.

No single answers as trends. One answer per prompt per day is a coin flip. Movement is reported only when the ranges stop overlapping.

No invented sources. Pulse and every draft cite only measured answers and verified facts. If the data does not exist, it says what to measure. It never guesses.

No unattended publishing. Drafts by default, live only behind your own two clicks, and every approved fix ships with a receipt.

No dead tactics. llms.txt is not a ranking lever and schema alone is hygiene. We will tell you which popular advice is theater before you pay anyone for it.

Read the full methodology

[ pricing ]

Start free. Pay when it pays.

The free report is a real baseline: 200 measured answers, no card. Every plan measures the same way on the same 9 engines. Higher tiers track more, never more honestly.

Free

Find out where you stand.

$0

one real baseline · no card

Get my free report
  • 10 buyer questions
  • 1 brand
  • 4 answer surfaces, the ones buyers use most
  • 200 real answers, every one with its sources
  • The workspace and the answers stay yours

Measurement continues on a paid plan. Nothing is charged until you choose one.

Monitor

One brand. Know the day AI stops naming you.

$79/ month

billed monthly · cancel any time

Start free, no card
  • 40 buyer questions
  • 1 brand
  • 3 seats, viewers free
  • Weekly on every question, daily on the ones that move
  • 30 Pulse questions a month

Engines · tap to add

OpenAI
Google
Perplexity
Grok
  • Alerts by email and Slack the day a rate moves
  • Every number carries its count and its range
  • MCP + API access
Most popular

Optimize

Fix what loses. Prove what worked.

$199/ month

billed monthly · cancel any time

Start free, no card
  • 120 buyer questions
  • 3 brands
  • 10 seats, viewers free
  • Weekly on every question, daily on the ones that move
  • 60 Pulse questions a month

Engines · tap to add

OpenAI
Google
Perplexity
Grok
  • Ranked fix queue, drafted for your approval
  • PROVE receipts, confirmed only when the ranges separate
  • Revenue attribution from GA4 and Search Console
  • CRM push to HubSpot and Salesforce

Scale

Every brand and location, one truth.

$399/ month

billed monthly · cancel any time

Start free, no card
  • 250 buyer questions
  • 5 brands
  • 15 seats, viewers free
  • Weekly on every question, daily on the ones that move
  • 140 Pulse questions a month

Engines · tap to add

OpenAI
Google
Perplexity
Grok
  • White label reports, our mark removed
  • Local Maps grid, pin by pin
  • Franchise rollup: every location compared
  • Everything in Optimize

Custom

Global brands with a wider footprint: Grok on native xAI Live Search, daily on every question, custom pools and caps, dedicated onboarding.

Talk to us

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

[ faq ]

Frequently asked questions.

The questions agencies and founders raise before they run their first report, answered in plain language.

Run the free report
How is this different from Profound, Peec, Siftly or Searchable?+

They monitor: you point them at a brand and get a score and a trend. Ansengine runs the whole loop. It measures the answers your buyers actually see, shows you why rivals get named instead, drafts the fix from your verified facts, publishes it to your own CMS only after your yes, and then proves whether the fix worked, with losses shown as plainly as wins. For agencies it also finds the next client: businesses missing from real AI answers, with the answers attached.

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

That question is the product. AI gives a different answer every time you ask, so we ask each question many times and grade what came back. Every percentage on your report says how many answers it came from and how far off it could honestly be. When we have read too few answers for a fair percentage, you get the plain counts instead. And you can export the raw answers any time and check the grading yourself.

What exactly is free?+

The baseline report: 10 of your buyer questions, asked 5 times each across 4 AI surfaces. 200 real answers, no card. If it comes back at zero, it says zero, with the counts behind it, and shows who is being named instead. The ranked fix queue is also free on every plan, including the free one.

Does anything publish without me?+

No. Drafts stay drafts until you say otherwise. Publishing to your WordPress or Webflow goes to your CMS as a draft by default, and anything irreversible takes two clicks on purpose: one to arm, one to confirm. Outreach pitches send the same way, from your own connected Gmail, so the From is your address and the mail sits in your own Sent folder.

Can I white-label it for my clients?+

Yes. The client report is one link with your logo, your accent and your report name, our mark removed, optionally locked with a passphrase, and served from your own subdomain once we verify it resolves. Clients need no login: the link just opens. You also see how many times each client opened it, and when.

Is this another dashboard I have to babysit?+

It is built so you do not. The is-it-getting-better verdict settles once a week and then stops changing, so two people opening the same link always read the same story. When nothing really moved, it says so instead of inventing a swing for you to chase. The thing you actually use is the link you send, not a screen you watch.

What if the numbers come back bad?+

Then you have the pitch. A zero renders as a real zero with the counts behind it, next to who is being named instead and the exact buyer questions you are absent from. For an agency, that is the strongest opener there is. And because losses print at the same size as wins on your report, the wins get believed.

Why not just ask ChatGPT myself?+

Ask it twice and watch the names change: that is the whole problem. One reading is an anecdote, so the baseline asks each question five times per surface, ongoing sweeps keep pooling fresh runs, and every rate shows the count it rests on. A manual check also cannot show you what the engine searched or which pages it read but did not use, which is the difference between three very different jobs to bill.

Everyone else checks daily. Am I getting less?+

Their daily is one answer per question per engine per day: the arithmetic is printed on their own pricing pages, and one answer cannot tell you whether a change is real. We ask more times per question, then spend the daily checks where a change is actually likely. The full arithmetic is published on our methodology page.

I run 15 clients. What does this actually cost me?+

Agency is $499 a month for 15 client brands on one pooled set of prompts, which is about $33 a client against the retainers the report defends. Your first book starts at $249 for 6 clients on Agency Starter, with the full agency surface: white-label, the quarterly review, Acquire. When a client leaves, the slot frees up and your prompt pool reallocates.

Can I resell the reports at a markup?+

Yes. The report carries your brand, not ours, and most agencies fold it into the retainer. There is no revenue share and no per-report fee: your plan price is the whole cost, whatever you bill on top of it.

Does my client ever see the Ansengine name?+

Not on the report. White-label removes our mark, the link carries your logo, accent and report name, and it can be served from your own subdomain once we verify it resolves. The quarterly review on the same link is branded the same way.

My best clients are multi-location. Does this handle that?+

Yes. Each location gets its own AI answers, the Google Maps pack is measured pin by pin on a real map grid, and the franchise view compares every location on one page, including on the client's own report.

Free visibility report · no card · we email you when it lands

Your buyers already asked. See whose name AI said.

200 real answers on your own buyer questions: your share of appearance, the competitors named instead, and the exact sources to earn. If it is 0%, you will know, and you will know what to do about it.