For agencies and the clients they answer for
Win the AI answer for every client.
Measure where models mention 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.
One client, measured every week. No card.
Every plan measures ChatGPT, Google AI Overview and Google AI Mode, each on its own, never blended.
Overview
Northwind · Oct 15 to 27, 2026 against Oct 2 to 14, 2026
Mentioned, day by day
Each day's share of answers that mention Northwind, with its likely range shaded.
Opportunities
Every fix carries why, with its count, an owner, a due date and the proof that follows.
- In progress
Reply in the reddit.com thread from the brand's own account
86 of 131 answers citing it leave Northwind out
MRDue Nov 3, 2026
- To do
Complete the g2.com profile and ask real customers for reviews
63 of 96 answers citing it leave Northwind out
JTDue Nov 10, 2026
- To do
Pitch the youtube.com creator a walkthrough
48 of 74 answers citing it leave Northwind out
AKDue Nov 17, 2026
Gaps
Pages models cite in answers that leave Northwind out, each with the one lever that fits it.
- Reply in the thread
reddit.com
Thread · 86 of 131 answers citing it leave you out · 5 models
- Complete your profile
g2.com
Review site · 63 of 96 answers citing it leave you out · 4 models
- Pitch the creator
youtube.com
Video · 48 of 74 answers citing it leave you out · 4 models
Results
Before and after, each with its count. A lift is confirmed only when the two likely ranges no longer overlap.
- Lift confirmedbest invoice reminder software for small business
7 of 40 answers (9% to 32%) to 22 of 42 (38% to 67%)
- Lift confirmedhow to chase an invoice without losing the client
5 of 32 answers (7% to 32%) to 17 of 32 (36% to 69%)
- Lift confirmedcan QuickBooks send automatic invoice reminders
4 of 30 answers (5% to 30%) to 15 of 30 (33% to 67%)
- Flat
Control prompts, held back from every fix
29 of 146 answers (14% to 27%) to 30 of 146 (15% to 28%)
Your agency
AI visibility report
Northwind
Oct 2 to 27, 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.
- ChatGPT (consumer app)99 of 241 answers
- Perplexity45 of 121 answers
- Google AI Overview35 of 121 answers
- Google AI Mode18 of 67 answers
Measured through Oct 27, 2026. Each count is out of the answers measured on that model.
- 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. Measured through .
- AI answers measured
- 53,337
- since Jul 11, 2026
- prompts asked
- 525
- in the last 30 days
- brands measured
- 14
- 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 mentions someone else.
A buyer asks a model the prompt your client wants to win, and gets a short list of names. Each model builds that list from its own sources, so a client can be mentioned on one and missing on the next. Nobody on the client's side can see it.
One prompt, asked many times on each model
“what to do when a client will not pay an invoice”
- ChatGPT (consumer app)22 runs of this prompt3 of 22mentioned Northwind
- Perplexity11 runs of this prompt1 of 11mentioned Northwind
- Google AI Overview11 runs of this prompt1 of 11mentioned Northwind
- Google AI Mode6 runs of this prompt1 of 6mentioned Northwind
Demo workspace on Northwind, a fictional brand
The loop
Every model, one client, three jobs.
Each model answers from its own sources, so each is measured on its own, in the app buyers open: asked the same prompts 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 model
- 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
- 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
- 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 business7 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, Oct 2 to 27, 2026. Your numbers come from your own answers, the same way.
Pitches
Win the next client with their own AI answers.
Find prospects scans a market and finds the businesses the AI answers leave out. You audit the one you want, then pitch it with its own answers, counted, under your agency's name.
01
Scan a market
Pick a vertical and a city, or a whole country. Pitches lists the businesses the AI answers leave out, with the answers as proof.
24 businesses found
- 9 mentioned in no answer
- 6 mentioned once
- 5 mentioned rarely
- 4 mentioned repeatedly
- Quillmere Family Dentalquillmerefamilydental.example0 of 120Tier A
- Teasel Springs Smilesteaselspringssmiles.example2 of 120Hold
- Kelsmoor Implant Studiokelsmoorimplants.example1 of 120Tier B
- Dunmarrow Dental Codunmarrowdental.example0 of 120Tier B
02
Audit the prospect
Up to 10 prompts, 3 rounds each, on ChatGPT, Google AI Overview and Google AI Mode: 90 AI answers. On the priority queue: answers usually land within about five minutes.
8 of 90 answers mention it
Mentions itLeaves it out
03
Pitch with the graded report
Share it under your agency's name: mentioned, shortlisted, recommended and first recommendation, the competitors mentioned instead, and the first fix.
Quillmere Family Dental is mentioned in 8 of the 90 AI answers we read.
- Mentioned3 of 10
- Shortlisted2 of 10
- Recommended1 of 10
- First recommendation0 of 10
Mentioned instead, on the same prompts
- Sprucewick Dental Co9 of 10
- Sunmere Dental Care8 of 10
- Wendlow Smile Studio7 of 10
First interventionComplete the profile on a review site answers cite
Evidence: Plausible04
Convert
Mark the pitch won. The prospect becomes a client, and its audit stays as the client's earliest evidence.
- Prospect
- Pitched
- Won
Quillmere Family DentalClient
The baseline, kept from the audit
Mentioned in 8 of 90 AI answers
Agency Free · no card
Send your first pitch.
Agency Free includes 3 market scans and 3 measured pitches a month, with no card.
What the report will not say. No rank and no score. A measure no grade can decide reads Not graded, never a zero, and a reason appears only where the answers hold enough evidence for it.
Demo workspace on a fictional market. Every business in it is invented.
Campaigns
A baseline on day one. The count since, beside it.
Every client gets an Always on campaign, with a baseline frozen from its own answers. Open a campaign for a goal, put the work inside it, and read the count since against the count at the start.
- 01Frozen at the startTaken once, from answers already stored: the audit you pitched on, or the 28 days before. Nobody can edit it afterwards.
- 02Four measures, both sidesMentioned, shortlisted, recommended and first recommendation, each as a count at the baseline and a count since.
- 03Movement, never a claimA rise or fall is called only when the two likely ranges separate, and only from 22 days on. Why it moved stays with each intervention's own measurement.
Always on
Mentioned · every tracked prompt · 48 prompts
Baseline · mentioned
84 of 333answers
Oct 2 to 14, 2026. 13 days with answers.
Now · mentioned
117 of 337answers
Oct 15 to 27, 2026. 13 days with answers.
Day by day
The work inside it
Reply in the reddit.com thread from the brand's own account
86 of 131 answers citing it leave Northwind out
Complete the g2.com profile and ask real customers for reviews
63 of 96 answers citing it leave Northwind out
Pitch the youtube.com creator a walkthrough
48 of 74 answers citing it leave Northwind out
This is movement against the baseline, not proof of why it moved. Each intervention carries its own measurement.
Demo workspace on Northwind, a fictional brand. The same two windows the Overview compares.
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 prompts 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 workspaceClients
9 clients · answers that mention each client, of its own answers, with the likely range
Harbor Dental Group641 of 1236 answersAlder and Vine Wines388 of 902 answersSummit Physio336 of 884 answersNorthwind231 of 670 answersBluefin Roofing232 of 748 answersKestrel Legal199 of 712 answers0%30%60%The client roster: 9 clients in one workspace, each with the answers that mention 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 workspaceYAYour agency
AI visibility report
Northwind
Oct 2 to 27, 2026Answers 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.
- ChatGPT (consumer app)99 of 241 answers
- Perplexity45 of 121 answers
- Google AI Overview35 of 121 answers
Measured through Oct 27, 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 Oct 2 to 27, 2026, with the likely range and each model's count. Pitches for prospects
A market scan finds the businesses AI leaves out, with the answer that proves it.
PitchesDemo workspaceMarket scan · family dental · Tarrow Bay
Pitch readyQuillmere Family Dental
not mentioned in 12 of 12 answers read
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. Alerts per client
A client under the floor you set shows up here before the client calls.
AlertsDemo workspaceAlerts
Clients mentioned 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. Agent
Ask anything about a client and get an answer built from its counts.
AgentDemo workspaceWhere is Northwind weakest, and why?
Microsoft Copilot: 14 of 60 answers mention Northwind, the fewest of its models. The site it cites most for these prompts is linkedin.com.Ask: where is Northwind weakest, answered with the counts per model. Competitors, per model
Who each model mentions beside the client, counted, never ranked.
CompetitorsDemo workspaceCompetitors for Northwind: on ChatGPT (consumer app), 99 of 241 answers mention Northwind, beside each competitor's own count. All prompts
Every prompt with its count, its last 14 days and a cell per model.
All promptsDemo workspaceAll prompts
62 tracked · each row with its own count, its last 14 days and a cell per model
PromptMentioned14 daysModelsbest invoice reminder software for small business38 of 62can QuickBooks send automatic invoice reminders37 of 67how to automate late payment reminders for clients30 of 63best accounts receivable automation for freelancers30 of 68invoice reminder software that works with Xero24 of 64mentioned not mentioned no surface too few to ratedarker = mentioned more often, above 8 answersAll prompts for Northwind: each prompt with the answers that mentioned it, of the answers measured.
Citation outreach
From the page AI cites to the answer that cites your client.
The models 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.
Gaps
Pages models cite in answers that leave Northwind out, each with the one lever that fits it.
- Reply in the thread
reddit.com
Thread · 86 of 131 answers citing it leave you out · 5 models
- Complete your profile
g2.com
Review site · 63 of 96 answers citing it leave you out · 4 models
- Pitch the creator
youtube.com
Video · 48 of 74 answers citing it leave you out · 4 models
- Claim your listing
capterra.com
Directory · 43 of 66 answers citing it leave you out · 3 models
- 1
The pages AI cites
Every page the models cite in answers that leave your client out, kept per model and refilled after every round.
reddit.com · 86 of 131 answers without Northwind
- 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
The draft
Written from the client's verified facts only, with the relationship stated and no invented numbers.
Verified facts only
- 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
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
The answer that cites it
The prompts 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.
8 of 239 answers
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.
3%
- Of how many answers?
- Over which days?
- How sure is it?
Nothing here a client can check.
Built for
Agencies first. Then everyone AI answers about.
For agencies
Measure, fix and prove for every client, under your own name.
The roster, the reports, the pitch for the next client and the proof that keeps the current one.
- Agency Free · 1 client
- $0 a month
- Agency Launch · 10,000 AI answers a month, unlimited clients (25 new a month, fair use)
- $199 a month
- Agency Growth · 20,000 AI answers a month, unlimited clients (60 new a month, fair use)
- $399 a month
- Agency Scale · 40,000 AI answers a month, unlimited clients (150 new a month, fair use)
- $799 a month
B2B SaaS and startups
Your category's prompts, each model on its own.
See it for brandsEcommerce
The shopping carousel in AI answers, card by card.
See shoppingLocal businesses
Your neighbourhood's prompts, measured for the block.
See your industryMulti location and franchise
Every location measured on its own, rolled up on one page.
See locationsIn house SEO and content teams
The same console, run by your own team. Its own page is on the way.
See the consoleEnterprise brand managers
Every brand and market on one roster. Its own page is on the way.
See the consoleB2B service firms
Measured in your own category, against the firms you meet.
See it for servicesPublishers
Which of your pages the models cite. Its own page is on the way.
See the console
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; paid plans have unlimited prompts stored and measure every tracked prompt, and higher tiers measure more AI answers, never more honestly.
Plans for brands
Free
Find out where you stand.
one real baseline · no card
Get my free report- 10 prompts
- 1 brand
- 3 answer surfaces, the ones buyers use most
- 150 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
Understand what's happening.
billed monthly · or $71/month billed annually ($852 a year)
Start free, no card- Unlimited prompts stored
- 49 prompts measured daily, or 343 weekly
- 4,500 AI answers measured a month
- 50 AI actions a month
- 1 brand
- 3 seats, viewers free
- Daily on every tracked prompt, on the models included
- 3 Models included: ChatGPT, Google AI Overview and Google AI Mode
Models · tap to add
- Alerts by email and Slack when a drop is confirmed
- Every number carries its count and its range
- MCP + API access
- Franchise rollup: every location compared
Optimize
Understand it. Act on it. Prove what moved.
billed monthly · or $179/month billed annually ($2,148 a year)
Start free, no card- Unlimited prompts stored
- 131 prompts measured daily, or 917 weekly
- 12,000 AI answers measured a month
- 150 AI actions a month
- 3 brands
- 10 seats, viewers free
- Daily on every tracked prompt, on the models included
- 3 Models included: ChatGPT, Google AI Overview and Google AI Mode
Models · tap to add
- Ranked Opportunities, drafted for your approval
- Interventions with PROVE receipts, confirmed only when the ranges separate
- Revenue attribution from GA4 and Search Console
- CRM push to HubSpot and Salesforce
- Local Maps grid, pin by pin
Scale
Run the same intelligence system at larger capacity.
billed monthly · or $359/month billed annually ($4,308 a year)
Start free, no card- Unlimited prompts stored
- 274 prompts measured daily, or 1,918 weekly
- 25,000 AI answers measured a month
- 300 AI actions a month
- 5 brands
- 15 seats, viewers free
- Daily on every tracked prompt, on the models included
- 3 Models included: ChatGPT, Google AI Overview and Google AI Mode
Models · tap to add
- White label reports, our mark removed
- Everything in Optimize
Plans for agencies
Agency Free
Your first client, measured every week.
no card
Start free- 1 client
- 10 prompts 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 Launch
Launch an AI-search service.
billed monthly · or $179/month billed annually ($2,148 a year)
Start free, no cardStarts on Agency Free, then moves up to Agency Launch when checkout opens.
- Unlimited clients
- Unlimited prospect workspaces
- 25 new clients and prospect workspaces a month (fair use)
- Unlimited prompts stored
- 109 prompts measured daily, or 763 weekly
- 10,000 AI answers measured a month
- 200 AI actions a month
- Unlimited seats
- Daily on every tracked prompt, on the models included
- 3 Models included: ChatGPT, Google AI Overview and Google AI Mode
Models · tap to add
- White label client reports, one link per client
- The QBR, assembled from measured facts only
- Interventions with PROVE receipts, confirmed only when the ranges separate
- 10 ACQUIRE scans a month
- Cross client benchmark on one page
- Per client budget fairness in the scheduler
Agency Growth
Run a growing multi-client practice.
billed monthly · or $359/month billed annually ($4,308 a year)
Start free, no cardStarts on Agency Free, then moves up to Agency Growth when checkout opens.
- Unlimited clients
- Unlimited prospect workspaces
- 60 new clients and prospect workspaces a month (fair use)
- Unlimited prompts stored
- 219 prompts measured daily, or 1,533 weekly
- 20,000 AI answers measured a month
- 500 AI actions a month
- Unlimited seats
- Daily on every tracked prompt, on the models included
- 3 Models included: ChatGPT, Google AI Overview and Google AI Mode
Models · tap to add
- White label client reports, one link per client
- The QBR, assembled from measured facts only
- 20 ACQUIRE scans a month
Agency Scale
Operate AI search across a larger client portfolio.
billed monthly · or $719/month billed annually ($8,628 a year)
Start free, no cardStarts on Agency Free, then moves up to Agency Scale when checkout opens.
- Unlimited clients
- Unlimited prospect workspaces
- 150 new clients and prospect workspaces a month (fair use)
- Unlimited prompts stored
- 438 prompts measured daily, or 3,066 weekly
- 40,000 AI answers measured a month
- 1,000 AI actions a month
- Unlimited seats
- Daily on every tracked prompt, on the models included
- 3 Models included: ChatGPT, Google AI Overview and Google AI Mode
Models · tap to add
- Everything in Agency Growth
- 40 ACQUIRE scans a month
Checkout carries the plan you pick, not this configuration. Once you sign up, ask for models and scan packs under Settings, Add to your plan, or email kailesk@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.
Add models per prompt, compare every plan and read the pricing prompts on the pricing page.
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
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, 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
