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.
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 · Sep 19 to Oct 1, 2026 against Sep 6 to 18, 2026
Named, day by day
Each day's share of answers that name Northwind, with its likely range shaded.
Fix queue
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 Oct 8, 2026
- To do
Complete the g2.com profile and ask real customers for reviews
63 of 96 answers citing it leave Northwind out
JTDue Oct 15, 2026
- To do
Pitch the youtube.com creator a walkthrough
48 of 74 answers citing it leave Northwind out
AKDue Oct 22, 2026
Gaps
Pages AI platforms 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 AI platforms
- Complete your profile
g2.com
Review site · 63 of 96 answers citing it leave you out · 4 AI platforms
- Pitch the creator
youtube.com
Video · 48 of 74 answers citing it leave you out · 4 AI platforms
Impact
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 questions, 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
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.
- 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 1, 2026. Each count is out of the answers measured on that AI platform.
- 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”
- ChatGPT (consumer app)22 runs of this question3 of 22named Northwind
- Perplexity11 runs of this question1 of 11named Northwind
- Google AI Overview11 runs of this question1 of 11named Northwind
- 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
- 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
- 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 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 workspaceClients
9 clients · answers that name 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 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 workspaceYAYour agency
AI visibility report
Northwind
Sep 6 to Oct 1, 2026Answers 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.
- ChatGPT (consumer app)99 of 241 answers
- Perplexity45 of 121 answers
- Google AI Overview35 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 workspaceMarket scan · family dental · Austin, TX
Pitch readyLakeside Family Dental
not named in 12 of 12 answers read
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 workspaceAlerts
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 workspaceWhere 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 workspaceRivals 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 workspaceAll questions
62 tracked · each row with its own count, its last 14 days and a cell per AI platform
QuestionNamed14 daysAI platformsbest 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 64named not named no surface too few to ratedarker = named more often, above 8 answersAll 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.
Gaps
Pages AI platforms 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 AI platforms
- Complete your profile
g2.com
Review site · 63 of 96 answers citing it leave you out · 4 AI platforms
- Pitch the creator
youtube.com
Video · 48 of 74 answers citing it leave you out · 4 AI platforms
- Claim your listing
capterra.com
Directory · 43 of 66 answers citing it leave you out · 3 AI platforms
- 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
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 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.
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 Starter · 6 clients
- $249 a month
- Agency · 15 clients
- $499 a month
- Agency Scale · 40 clients
- $999 a month
B2B SaaS and startups
Your category's buyer questions, each AI platform on its own.
See it for brandsEcommerce
The shopping carousel in AI answers, card by card.
See shoppingLocal businesses
Your neighbourhood's questions, 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 AI platforms 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; higher tiers measure more clients and questions, never more honestly.
Plans for brands
Free
Find out where you stand.
one real baseline · no card
Get my free report- 10 buyer questions
- 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
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, on each AI platform
- 30 Pulse questions a month
AI platforms · tap to add
- Alerts by email and Slack when a drop is confirmed
- Every number carries its count and its range
- MCP + API access
- PROVE receipts, confirmed only when the ranges separate
- Franchise rollup: every location compared
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, on each AI platform
- 60 Pulse questions a month
AI platforms · tap to add
- Ranked fix queue, drafted for your approval
- Revenue attribution from GA4 and Search Console
- CRM push to HubSpot and Salesforce
- Local Maps grid, pin by pin
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, on each AI platform
- 140 Pulse questions a month
AI platforms · 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 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.
billed monthly · cancel any time
Start free, no cardStarts 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
- 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
Agency
Fifteen clients, every number defensible at renewal.
billed monthly · cancel any time
Start free, no cardStarts 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
- 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.
billed monthly · cancel any time
Start free, no cardStarts 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
- 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.
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
