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.
Measured natively, engine by 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.
Who gets named instead
answers naming each company, of the same 670
- Duebird261 answers
- Northwindyou231 answers
- Kestrel Billing203 answers
- Tallyhawk149 answers
- Ledgerline88 answers
- Paymint61 answers
- Bar length is relative to the top row (261 answers), not to a total.
Sources the engines lean on
523 of 670 answers carried a source
- reddit.com34 questions131 citations
- g2.com22 questions96 citations
- youtube.com19 questions74 citations
- capterra.com17 questions66 citations
- linkedin.com21 questions52 citations
- Bar length is relative to the top row (131 citations), not to a total.
[ 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.
Measure
Your share of every AI answer, with its count and range.
See how it works- reddit.com131 citations
- g2.com96 citations
- youtube.com74 citations
- Bar length is relative to the top row (131 citations), not to a total.
Diagnose
Who the engines cite instead, page by page.
See how it works- “what to do when a client will not pay an invoice”Drafted
- “how to charge late fees on unpaid invoices”Drafted
- “polite payment reminder email template”Drafted
Fix
The fix, drafted from your facts and staged for your approval.
See how it works- “best invoice reminder software for small business”Lift confirmed18% (7 of 40) to 52% (22 of 42)
- “how to chase an invoice without losing the client”Lift confirmed16% (5 of 32) to 53% (17 of 32)
Prove
The lift, confirmed only when the ranges separate.
See how it works- 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 worksDemo 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.
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.
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.
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.
Brands
Win your category in AI search, from the answer to the shopping carousel, and prove it paid with a report your leadership reads.
See it for brandsAgencies
Find the businesses AI ignores, deliver the fix under your logo, and renew on receipts.
See it for agenciesLocal businesses
Measure the block, not the world: your neighbourhood's questions, the Maps pack, pin by pin.
See your industryFranchises
Every location measured on its own, rolled up on one page, with the shared fix named.
See the location view[ 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.
Scored prospects
each carries the verbatim answers behind the claim and a checked contact route
- Lakeside Family DentalNever named by AIMueller · 4.8 stars · 312 reviews · Maps pack #2 · never named in 12 of 12 answers read83pitchability
- Barton Springs SmilesRivals named insteadZilker · 4.9 stars · 198 reviews · Maps pack #3 · rivals named instead in 9 of 12 answers76pitchability
- Hill Country Implant StudioBlocks AI crawlersWestlake · 4.7 stars · 141 reviews · Maps pack #4 · site blocks two AI crawlers71pitchability
- Mesa Dental CoNever named by AISouth Lamar · 4.6 stars · 87 reviews · Maps pack #6 · never named in 11 of 12 answers read64pitchability
The receipt · Lakeside Family Dental
the answer that names three rivals and not them, verbatim
“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.
- 01Earn the Healthgrades and Zocdoc listings the engines cite
- 02Publish an answer first page for the invisalign question
- 03Unblock PerplexityBot in robots.txt
Forward the answer that proves it, book the call. Do not contact lists are checked before anything is sent.
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%
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.
[ 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.
Original measurement
How eight AI engines answer the same questions
Measurement rule
The noise floor of every engine
Registered protocol
Prove it or call it null: the registered protocol
Pre-registered method
The census: a pre-registered method
Original measurement
A flip rate is not a stability metric
[ 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.
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.
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
- Alerts by email and Slack the day a rate moves
- Every number carries its count and its range
- MCP + API access
Optimize
Fix what loses. Prove what worked.
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
- 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.
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
- 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.
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 reportHow 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.
