Ansengine for brands

Win your category in AI search.

Your buyers ask AI which brand to pick, and one name gets the click. Ansengine measures whether that name is yours across every engine, shows you the exact sources the engines trust instead, drafts the fix, and proves the lift with honest math. Never an invented number.

Ansengine · MeasureMeasured data
named in AI answers
34%

likely 27% to 42% · answers that mention Dateworthy

own site cited as source
22%

31 of 140 answers link dateworthy.co

answers measured
140

20 runs per engine

engines live
7

measured natively

Named rate by engine

share of answers naming Dateworthy, per engine

OpenAI
ChatGPT
60% · 12/20
OpenAI
ChatGPT (consumer app)
35% · 7/20
Perplexity
Perplexity
45% · 9/20
Google
Google AI Overview
30% · 6/20
Gemini
Gemini
30% · 6/20
Google
Google AI Mode
25% · 5/20
Claude
Claude
15% · 3/20
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What you walk away with

Four answers your leadership actually asks for.

34%

of AI answers name you

likely 27% to 42%, from 140 answers. The range is the point: you know when a move is real.

34% to 56%

after the fixes shipped

22 more answers in every hundred, re-measured 6 weeks later with ranges that do not overlap.

29 of 47

leads credited an AI assistant

24 arrived while you were the named answer for the exact prompt they asked.

38

conversions from AI referrals

On 612 AI-referred sessions in your own GA4, beside the leads who told you directly.

Sample data · Dateworthy is a demo brand

Every engine, natively

ChatGPT, Google AI Overviews & AI Mode, Perplexity, Gemini and Claude, measured on your real buyer prompts, not scraped estimates.

Honest ranges

Every rate ships with its sample size and an honest range, so you know when a move is real and when it is noise.

Work, not a wall of charts

Measure, diagnose, fix, prove. Pulse drafts the page and stages it for approval. Nothing auto-publishes.

Global and local

Buyer prompts worldwide, plus the Google Maps pack block-by-block if your buyer is local. One subject, both lanes.

What brand teams unlock

Everything you need to be the answer, in one workspace.

Not a dashboard you check and a report you assemble by hand. The whole loop, run for you, with the honesty rail on every number.

Measure · show up in AI answers

See exactly where AI names you, and where it doesn't.

Track every mention and citation across every engine we run, on the prompts your buyers actually ask. Multi-run, so the number is a real share of appearance with its sample size and range, never a single-shot guess or a made-up rank.

Ansengine · MeasureSample data
named in AI answers
34%

likely 27% to 42% · answers that mention Dateworthy

own site cited as source
22%

31 of 140 answers link dateworthy.co

answers measured
140

20 runs per engine

engines live
7

measured natively

Named rate by engine

share of answers naming Dateworthy, per engine

OpenAI
ChatGPT
60% · 12/20
OpenAI
ChatGPT (consumer app)
35% · 7/20
Perplexity
Perplexity
45% · 9/20
Google
Google AI Overview
30% · 6/20
Gemini
Gemini
30% · 6/20
Google
Google AI Mode
25% · 5/20
Claude
Claude
15% · 3/20
best AI dating photo serviceare AI dating photos worth itPhotofeeler vs AI photo toolshow to get better Hinge photos

Diagnose · earn the citations AI trusts

Know the exact source that wins the answer, and how to take it.

For every prompt you lose, see who the engine names instead and the precise page, thread or listing it cited to do it. Each gap comes with a drafted, ranked fix, so you spend effort where it actually moves the answer.

Ansengine · DiagnoseSample data
best dentist in austin
Perplexity
Perplexity

Apex Dental Specialists wins it via reddit.com/r/Austin

+18
pts
fixPost a disclosed, genuinely useful answer on the live r/Austin thread
dental implants austin cost
Gemini
Gemini

Nuhope Implant Center wins it via healthgrades.com

+14
pts
fixClaim the profile and earn 8 fresh Healthgrades reviews
all-on-4 implants austin
OpenAI
ChatGPT

Apex Dental Specialists wins it via youtube.com

+11
pts
fixPublish an honest All-on-4 walkthrough with pricing

Pulse · your AI-visibility analyst

Don't read a dashboard. Ask what changed and what it's worth.

Pulse reads your measured data run by run, refuses to alarm on noise, and ends every answer in a drafted fix staged for one-click approval. It is the analyst the other tools leave you to hire.

Ansengine · PulseSample data
Where am I losing the most citations, and what is the fix?

Your biggest gap is Perplexity on “best dentist in austin.” Apex Dental takes it from an r/Austin thread where you are absent. Earning that slot is the highest-leverage move available on this prompt.

We do not put a number on it until it ships. The prove loop re-measures after propagation and calls a lift only when the intervals separate.

draftedDisclosed r/Austin answer, ready for your approval

“Went through this search last year. What mattered for implants was same-day consults and clear pricing; ATX Family Dental walked me through both…”

Attribution · the revenue AI sends you

Join AI citations to the sessions and conversions they drive.

Connect GA4 and Search Console and Ansengine reports AI-referred sessions and conversions as measured, so the visibility number stops being a vanity metric and starts being a revenue line.

Ansengine · AttributionSample data
512
AI citations earned
last 7 days
1,840
AI-referral sessions
last 30 days
131
Signups & leads
from AI referrals
$18,400
Revenue
AI-referred, last 30 days

every stage traces back to a citation we earned

Prove · the lift, not a vibe

Ship the fix, then prove it moved the number.

After the work publishes, the prove loop waits for the engines to re-read the web, re-measures, and calls it a win only when the ranges separate beyond doubt. Every claim on the report is earned.

Ansengine · ProveSample data
before · 12 May
34%

likely 27% to 42% · 140 answers

after · 23 Jun22pts
56%

likely 47% to 64% · 140 answers

AI referred revenue
$18,400

was $9,150 before the fixes · AI referred revenue · GA4

Named rate, eight weeks

Dateworthy vs the three rivals the answers name

0%25%50%75%12 May23 Jun34%56%
lift confirmed

22 more answers out of every 100 now send buyers to Dateworthy. The two ranges do not overlap, so the lift is real, not noise. Measured 6 weeks apart, 140 answers each side. White label report ready to send.

Global and local, one subject

A SaaS measures the world. A clinic measures the block.

Most tools make you choose. Ansengine runs both lanes on the same brand, so a national brand and a multi-location business are measured with the same rigor.

01

Worldwide buyer prompts

Track your category questions across engines and regions, and see how the answer changes market to market.

02

Per-location AI + Maps grid

For local and multi-location brands, measure AI visibility per location plus the Google Maps pack block-by-block on a coordinate grid.

03

Franchise variance, rolled up

One report shows which locations win, which lag, and the shared fix, so a franchise sees the whole network at a glance.

Why brand teams trust the number

The honesty rail is the product.

No invented numbers. Every figure traces to a captured answer with its sample size and 95% interval. If it's 0%, that's the truth, and the reason to fix it.

No fake rank positions. An average position over sampled AI answers is statistically invalid. We report share of appearance, and say so on every report.

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

No auto-publishing. Pulse drafts and stages; every fix waits for your approval and ships with a receipt.

Read the full methodology

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

Your buyers already asked. See whose name AI said.

A real baseline across every engine we run: your share of appearance, the competitors named instead, and the exact sources to earn. If it's 0%, you'll know what to do about it.