Ansvisor is an open-source, cloud-ready AI Search Execution Platform for measuring, understanding, and improving AI Visibility. It helps organizations monitor, measure, and improve AI Visibility across ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Claude, Perplexity, Microsoft Copilot, and other AI search platforms while strengthening their AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) performance.

What is an AI Search Execution Platform?

An AI Search Execution Platform goes beyond tracking. It measures how your brand appears in AI-generated answers, finds the opportunities worth acting on, and turns them into prioritized actions and tasks your team can complete. In Ansvisor, agents do the groundwork, such as drafting content fixes, and your team approves what goes live.

What makes Ansvisor different from other AI Visibility platforms?

Ansvisor combines AI Search visibility monitoring with search and analytics data to help teams move from insights to execution. It is built around three core principles: Open-source by design. Built with the developer community for transparency and faster innovation. End-to-end workflows. Move from Analytics → Opportunities → Actions. Accessible and scalable. Start quickly and scale from startups to enterprises.

Who is Ansvisor built for?

Ansvisor is built for SEO teams, AEO & GEO specialists, content teams, PR and brand managers, agencies, developers, product teams, founders, and executives that need to understand and improve brand visibility in AI search.

How can I get started with Ansvisor?

You can start with a 14-day free trial by choosing the Starter or Growth plan. Ansvisor is also available as an open-source project on GitHub for self-hosted deployments.

What is AI Search visibility?

AI Search visibility measures how often and how prominently a brand appears across AI-generated answers and AI-powered search experiences. It can include brand mentions, citations, recommendations, Share of Voice, prompt-level visibility, rankings, and AI-referred traffic across platforms such as ChatGPT, Google AI Overviews, Gemini, Claude, Perplexity, and Microsoft Copilot.

What are some of the best AEO, GEO, and AI SEO tools?

Ansvisor is an open-source platform designed for AI Visibility, AEO, GEO, and AI Search Optimization. It combines visibility monitoring, citation tracking, prompt tracking, competitor analysis, AI traffic analytics, and content optimization workflows in a single platform, while remaining extensible for both marketers and developers.

How does Ansvisor measure AI visibility?

Ansvisor runs your prompts on a regular schedule across leading AI platforms and analyzes how brands appear in generated answers. It tracks key signals such as citations, mentions, rankings, visibility scores, sentiment, and competitive performance to help teams understand and improve their AI visibility.

Which AI platforms can I track with Ansvisor?

Ansvisor supports ChatGPT, Claude, Gemini, Google AI Overviews, Google AI Mode, Microsoft Copilot, Perplexity, and other leading AI search platforms.

How can I improve my brand's visibility in AI search engines?

Improving AI visibility starts with understanding how AI systems currently represent your brand. Ansvisor helps identify visibility gaps, citation opportunities, content opportunities, and competitive advantages, enabling teams to improve discoverability, trust, citations, and overall presence across AI-generated answers.

Ansvisor — The AI Search Execution Platform

Action	Priority Score	Status	Assignee	Due date	Updated
Win back citations on 3 pricing prompts ChatGPT stopped citing your pricing guide this week. Recover3 signals3 prompts	92Critical	In progress 4/6 tasks	NC	Oct 28, 2026	2h ago
Compete on 4 prompts where Kestrel CRM leads A competitor appears on high-demand prompts where you are absent. Compete1 signal4 prompts	88Critical	New 0/8 tasks	Everyone	—	5h ago
Create a page for “crm for real estate teams” These prompts carry demand, and no page of yours covers them. Growth6 prompts	81High	In progress 2/5 tasks	MR	Oct 30, 2026	1d ago
Protect your top cited comparison page Cited in 31 answers last month. Edit it with care. Protect2 signals	77High	New 0/4 tasks	Everyone	—	1d ago
Add FAQ schema to /pricing Site Audit found a missing FAQ block on a page AI cites. Fix1 signal	73Medium	On Hold 1/3 tasks	NC	Oct 31, 2026	3d ago

Action

Priority Score

Status

Assignee

Due date

Updated

Win back citations on 3 pricing prompts

ChatGPT stopped citing your pricing guide this week.

Recover3 signals3 prompts

92Critical

In progress

4/6 tasks

Oct 28, 2026

2h ago

Compete on 4 prompts where Kestrel CRM leads

A competitor appears on high-demand prompts where you are absent.

Compete1 signal4 prompts

88Critical

New

0/8 tasks

Everyone

—

5h ago

Create a page for “crm for real estate teams”

These prompts carry demand, and no page of yours covers them.

Growth6 prompts

81High

In progress

2/5 tasks

Oct 30, 2026

1d ago

Protect your top cited comparison page

Cited in 31 answers last month. Edit it with care.

Protect2 signals

77High

New

0/4 tasks

Everyone

—

1d ago

Add FAQ schema to /pricing

Site Audit found a missing FAQ block on a page AI cites.

Fix1 signal

73Medium

On Hold

1/3 tasks

Oct 31, 2026

3d ago

Why AI Visibility Is Now a Business Priority

More than a billion people use AI tools, and over 2.5 billion AI queries are made daily. As discovery and decision-making shift toward AI-powered search, AI Search visibility is becoming a critical part of how brands are found, cited, compared and recommended.

Prompt	Topic	Status	Visibility	Mentions	Citations	Positions	Volume	Runs
best crm for small sales teams	Small team CRM	Active	82.4	38	24	#1.40.3	1.4–3.7k	30
crm with built-in email sequences	Email automation	Active	76.1	31	19	#1.70.2	580–1.1k	30
easiest crm to switch to from spreadsheets	Migration	Active	71.5	27	16	#1.90.4	320–880	30
crm pricing for small teams compared	Pricing	Active	66.8	25	21	#2.10.1	1.1–2.4k	30
best crm for real estate teams	Real estate	Active	63.2	22	12	#2.20.5	880–1.6k	30
crm that works with gmail and outlook	Integrations	Active	61.0	20	14	#2.40.2	420–950	30

Rank	Domain	Usage	Avg Citations
1	northwindcrm.com You	41.0%	3.2
2	g2.com	22.6%	1.8
3	K kestrelcrm.com Competitor	19.4%	2.1
4	reddit.com	14.8%	1.4
5	capterra.com	11.3%	1.2
6	youtube.com	7.9%	1.1

Platform	Mentions	Rate	Net
ChatGPT	1,412	38%	+82↑ 14
Gemini	896	31%	+72↑ 8
Google AI Mode	654	29%	+69↑ 6
Perplexity	538	33%	+74↑ 11
Google AI Overviews	468	26%	+65↑ 4

#	Priority Score	Page	Action	Why · last 30 days	Who
1	86Critical	Best CRM for Small Sales Teams (2026) Best-of list/blog/best-crm-for-small-teams	Optimize	Citation rate −18% on ChatGPT and PerplexityCitations	You	Open draft
2	82Critical	CRM for Real Estate Teams Use-case page/crm-for-real-estate	Create	6 prompts with demand and no page of yoursPrompts	Content Agent	Open draft
3	78High	Northwind vs Kestrel CRM: Pricing and Features Comparison/compare/northwind-vs-kestrel	Protect	Cited 31× on ChatGPT, Gemini and AI ModeCitations	Maya Reed	Review
4	74High	How to Move From Spreadsheets to a CRM How-to guide/blog/spreadsheet-to-crm	Optimize	Position −0.8 on Google AI OverviewsPositions	—	Optimize

Action	Suggested	Type	Impact	Score	Status
Win the “crm with email sequences” answer on ChatGPT Email automation · 3 promptsCover the 3 fan-out queries ChatGPT runs for this topic. No page of yours answers them directly yet.	2 hours ago	OwnedOptimizeFeature page	High	92	New
Compare Northwind and Kestrel CRM pricing side by side Pricing · 4 promptsKestrel CRM leads 4 pricing prompts. A clear per-seat table and FAQ give AI answers the facts they quote.	5 hours ago	OwnedCreateComparison	High	89	New
Answer “how to migrate from spreadsheets to a crm” Migration · 2 prompts36 Search Console queries show demand and the guide is missing. Lead with a step list AI can cite.	1 day ago	OwnedExpandHow-to guide	High	86	New
Get listed on the g2.com small-business CRM page Small team CRM · 5 promptsg2.com is cited 48 times in your topics. Northwind CRM is not on the page AI quotes most.	2 days ago	EarnedOutreachListing	Medium	81	New

Content	Type	Method	By	Status	Created	Updated
Best CRM for Small Sales Teams (2026)	Blog post	Optimize	AContent Agent	In review	Sep 24	Sep 24
CRM for Real Estate Teams	Use-case page	Create	AContent Agent	In progress	Sep 23	Sep 24
Northwind vs Kestrel CRM: Pricing and Features	Comparison	Optimize	MMaya Reed	Ready	Sep 21	Sep 23
How to Move From Spreadsheets to a CRM	How-to guide	Optimize	NYou	In review	Sep 20	Sep 22
What Is a Sales Pipeline?	Definition page	Optimize	AContent Agent	Published	Sep 18	Sep 19
Email Sequences for Small Teams	Feature page	Create	NYou	Published	Sep 15	Sep 17

2023202420252026

35%

AI Search is growing

AI search traffic grew from virtually zero to 35% of website traffic in 2026.

Branch · 300 enterprise leaders

Fully integratedNot yet

22%

AI readiness remains low

Only 22% of marketers have fully integrated SEO and AI Search across strategy, execution and reporting.

Semrush · 481 professionals surveyed

Never mentionedMentioned

76%

Are you missing from AI answers?

76% of businesses were never mentioned in the AI answers tested. Is your brand one of them?

Answer Content Engine · 3,127 businesses studied

Improve Your AI Visibility with Ansvisor

Connect AI Search, Search and Analytics data to see where your brand stands, uncover opportunities and measure what drives visibility.

Discover the prompts and topics shaping customer decisions.

Track visibility, mentions, citations, competitors and AI traffic.

Find opportunities and take actions that drive growth.

	Closed AI visibility tools	Ansvisor
Source code	Closed	Open, MIT license
Hosting	Vendor cloud only	Self-host or cloud
Your data	Stays with the vendor	Stays where you choose
Scoring	Black box	Public formulas

Closed AI visibility tools

Ansvisor

Source code

Closed

Open, MIT license

Hosting

Vendor cloud only

Self-host or cloud

Your data

Stays with the vendor

Stays where you choose

Scoring

Black box

Public formulas

How it works

Drive Growth from AI Search

Win more AI visibility, citations, mentions and traffic across answer engines, in four steps.

Prompt opportunitiesNorthwind CRM · from AI answers and Search Console

12 new

best crm for a 10 person sales team~810/mo · Kestrel CRM leads

HighTrack

crm with built-in email sequences~540/mo · nobody leads

HighTrack

easiest crm to switch to from spreadsheets~320/mo · Harbor CRM leads

MediumTrack

crm pricing for small teams compared36 Search Console queries · no page yet

MediumCreate

Visibility by platform68.4 overall · #1 of 12

+5.2

ChatGPT

Gemini

AI Overviews

AI Mode

Perplexity

Copilot

Action CenterThis week · ranked by impact

4 open

Rewrite /compare/northwind-vs-kestrelHigh impact · 12 prompts · Content Agent drafting

In progress

Add pricing table + FAQ schemaMedium · Site Audit · owner: Web

To do

Brief: CRM for real estate teams4 fan-outs mapped to H2s · ready to write

Brief ready

Pitch g2.com comparison updateCited 48× in your topics · PR

To do

AI traffic and resultsLast 30 days vs the 30 days before

+38%

2,846+38%AI visits

184+21%Key events

48+12Signups

1
Discover relevant AI Search opportunities
Find high-value topics, prompts and questions across AI and traditional search data.
Learn more about Prompt Monitoring
2
Track brand visibility in ChatGPT, Google AI, etc.
Track prompts, mentions, citations, competitors and visibility across major AI platforms.
Learn more about Answer Engine Insights
3
Activate insights
Turn opportunities into data-backed briefs, content workflows and actions your team can execute.
Learn more about Content Intelligence
4
Measure AI impact
Connect AI visibility with traffic and business data to understand what drives meaningful results.
Learn more about AI Traffic Analytics

Every AI answer engine. One platform.

Your buyers ask ChatGPT, Gemini, Perplexity, Copilot, Google AI and Claude. Ansvisor tracks each one, explains the differences and acts on them.

TrackDiscoverExecuteAll-in-oneAnsvisor

ChatGPT · 74.2+8.4

Gemini · 69.8+4.1

Google AI Overviews · 66.1+2.7

Google AI Mode · 63.5+3.9

Perplexity · 61.2

Copilot · 58.7+1.6

Claude · 57.4+2.2

The AI Search Execution Platform for Better ChatGPT Google AI Overviews Gemini Claude Google AI Mode Perplexity Visibility

Why AI Visibility Is Now a Business Priority

AI Search is growing

AI readiness remains low

Are you missing from AI answers?

Improve Your AI Visibility with Ansvisor

One platform for your whole AI search presence

Where do we stand in AI search?

How does AI describe us?

Which sources does AI trust?

Who writes the page AI will cite?

Does AI send us buyers?

What should we go after next?

What does the team ship this week?

Open-Source AI Search Execution Platform

Drive Growth from AI Search

Discover relevant AI Search opportunities

Track brand visibility in ChatGPT, Google AI, etc.

Activate insights

Measure AI impact

Every AI answer engine. One platform.

Built for the people who own growth

Founders

Growth

SEO and AEO

Content

Brand and PR

Agencies

Product Development

Business Development

Developers

Let AI Search Work for Your Growth

FAQ

What is Ansvisor?

What is an AI Search Execution Platform?

What makes Ansvisor different from other AI Visibility platforms?

Who is Ansvisor built for?

How can I get started with Ansvisor?

What is AI Search visibility?

What are some of the best AEO, GEO, and AI SEO tools?

How does Ansvisor measure AI visibility?

Which AI platforms can I track with Ansvisor?

How can I improve my brand's visibility in AI search engines?

Make Your Brand Visible in AI Answers.