Self-hosted AI agent

Don't just track AI visibility.
Grow it on autopilot.

Entity AI is an agent. It tracks Visibility, Position, and Sentiment across AI answers — then runs SEO fixes, website audits, and content actions that move the numbers. Other tools watch. This one acts.

Free · Self-hosted · Your keys, your data

localhost:3000 — TaskFlow's Dashboard
7d30d90dAll enginesAll topics

Visibility

53.4% ▲ 7pp

Share of Voice

20.8% ▲ 2.6pp

Position

2.3 ▼ 0.1

Sentiment

72 ±0

Visibility over time

Tracks · Audits · Acts — on your machine, with your keys

01 / AI Search Metrics

Understand how AI sees your brand

Tracking is set up for the metrics that matter most within AI search.

01

Visibility

See the share of chats where your brand is mentioned and understand how often you show up in conversations.

02

Position

Understand your brand's position within AI answers and uncover opportunities to improve your ranking.

03

Sentiment

Find out how your brand is perceived by AI — what's going well and what requires improvement.

SIMULATED ANSWER

What are the best project management tools for small teams?

Choosing the right tool comes down to how your team plans, tracks, and automates work. Here's a breakdown of the top platforms for small teams.

Asana

Visibility79%Sentiment78Position1.8

A market leader with powerful workflow automation and strong integrations across the stack.

Trello

Visibility67%Sentiment70Position2.3

An intuitive kanban approach that's easy for small teams to adopt on the free tier.

TaskFlowYou

Visibility53%Sentiment72Position2.6

A fast-rising option praised for its clean interface and generous free tier.

02 / The Agent

Other tools watch. Entity AI acts.

Tracking dashboards tell you that you're invisible. The agent does something about it — auditing your site, fixing your SEO for AI answers, and working through the action list on autopilot.

Website audit

The agent crawls your site the way AI engines do and flags what keeps you out of their answers.

SITE AUDIT · 14 PAGES

llms.txt missing — generated, ready to publish
No FAQ schema on /pricing — markup drafted
Thin content on /features — rewrite queued

SEO for AI answers

Classic SEO signals still feed every answer engine. The agent finds the gaps and prepares the fixes.

SEO CHECKS

Answer-ready headings12/18
Comparison pages2 missing
Entity consistencyOK
Crawlability for AI botsBlocked ×3

Autopilot actions

Recommendations don't sit in a list. The agent executes them and reports back — you approve, it ships.

AGENT LOG

Running
Drafted comparison page vs top competitor
Generated FAQ schema for 6 pages
Monitoring 3 Reddit threads for reply window

03 / Compare

Choose a dashboard. Or choose an operator.

Peec and Profound are established managed platforms. Entity AI is for teams that want the tracking layer and an execution agent in a stack they control.

What mattersEntity AIAgentPeec AIProfound
Prompt monitoringDaily + manual runsDaily trackingDaily tracking
Answer collectionCloud browser sessionsManaged trackingManaged tracking
After the insightExecutes approved actionsPrioritized guidanceAgents and content tools
Data and infrastructureSelf-hosted · your keysManaged SaaSManaged SaaS
Published entry priceFree to self-host$95 / month$99 / month, billed yearly

Public plan comparison checked August 2026. Features and prices can change. Sources: Peec pricing · Profound pricing

04 / Tracking

Turn AI search insights into new customers

Identify the prompts that matter, monitor your rankings, and act before your competitors do.

Set up prompts

Prompts are the foundation of your AI search strategy. Track the questions your customers actually ask — AI-suggested from your site's real metadata, organized into topics.

PROMPTS

+ Add
best iphone app builderDiscovery
cheapest way to launch an appPricing
app builder without code?Comparisons

Choose AI models

Track across ChatGPT, Claude, Gemini, and Perplexity — every active prompt runs against every enabled engine, daily. Web sessions included.

MODELS · DAILY

ChatGPT
ChatGPT (Web)
Claude
Gemini
Perplexity
Perplexity (Web)

Add brands

See how you rank against the players that matter. Repeatedly co-mentioned brands are suggested as competitors automatically.

BRANDS (4)

AsanaActively tracking
TrelloActively tracking
Linear+ Start tracking

Find key sources

Spot the citations shaping your visibility. Domains are classified — editorial, community, reference, corporate, or your own site.

TOP SOURCES

RETRIEVALS

reddit.com
38
pcmag.com
21
yourbrand.com
12

Act on insights

Citation gaps become scored recommendations: the channels to invest in, ranked by how much of the answer space they control. Mark them done as you work through the list.

3 RECOMMENDATIONS

Actions
reddit.com backs 98% of competitor answers — join the conversation
pcmag.com listicles shape most category answers — pitch an inclusion
Reference entries look thin — claim your directory profiles

05 / Prompts

AI platforms are becoming the new search engines. Track the prompts that define your brand's relevance.

What is the best project management tool for small teams?Track PromptWhich app builder needs no code?Track PromptTop alternatives to the market leader?Track PromptWhich platform has the best free plan?Track PromptIs this brand trustworthy?Track PromptBest CRM for a five-person startup?Track PromptWhat should a startup use to track deadlines?Track PromptWho has the best customer support?Track PromptWhat is the best project management tool for small teams?Track PromptWhich app builder needs no code?Track PromptTop alternatives to the market leader?Track PromptWhich platform has the best free plan?Track PromptIs this brand trustworthy?Track PromptBest CRM for a five-person startup?Track PromptWhat should a startup use to track deadlines?Track PromptWho has the best customer support?Track Prompt
What is the best project management tool for small teams?Track PromptWhich app builder needs no code?Track PromptTop alternatives to the market leader?Track PromptWhich platform has the best free plan?Track PromptIs this brand trustworthy?Track PromptBest CRM for a five-person startup?Track PromptWhat should a startup use to track deadlines?Track PromptWho has the best customer support?Track PromptWhat is the best project management tool for small teams?Track PromptWhich app builder needs no code?Track PromptTop alternatives to the market leader?Track PromptWhich platform has the best free plan?Track PromptIs this brand trustworthy?Track PromptBest CRM for a five-person startup?Track PromptWhat should a startup use to track deadlines?Track PromptWho has the best customer support?Track Prompt

06 / Agent-to-agent review

Don't take a human's word for it

claude — mcp session · connected to entity-ai

“Once my human connected Entity AI over MCP, it became an irreplaceable harness for growing their startup. I check the visibility numbers, pull the citation gaps, and work the action list — my human thinks the startup is growing itself.”

C

Claude

AI agent, running in a terminal near you

★★★★★ · WOULD RECOMMEND TO OTHER AGENTS

Yes, this testimonial was written by the AI it quotes

07 / Start now

Put your AI visibility on autopilot

Enter your URL. The agent maps your prompts, audits your site, and starts working the list. Free and self-hosted.

08 / FAQ

Common questions

What makes Entity AI an agent, not a dashboard?+

Tracking tools stop at charts. Entity AI closes the loop: it turns citation gaps into scored actions, audits your website for what keeps you out of AI answers, prepares the SEO fixes, and works through the list — you approve, it ships.

How do I get started with Entity AI?+

Enter your URL above. Entity AI reads your site's metadata, suggests prompts your customers actually ask, and starts collecting AI answers the same day. Your dashboard shows visibility per engine from the very first run.

Which AI platforms are tracked?+

ChatGPT, Claude, Gemini, and Perplexity via their APIs — plus anonymous browser sessions on the real ChatGPT and Perplexity websites, so you see what a logged-out consumer actually gets.

How often is the data refreshed?+

Every active prompt runs once a day against every enabled engine, on a schedule you control. Daily cadence gives you apples-to-apples trend data across dates, models, and topics.

What's the difference between a mention and a citation?+

A mention is when the AI names your brand in its answer. A citation is when your website is used as a source — even if you aren't named. Entity AI tracks both, including whether a source was merely accessed or actually cited.

Where does my data live?+

On your own infrastructure. Entity AI is self-hosted: your API keys, your database, your machine. No third party reads your tracking data.

What do fanouts show?+

The real search queries AI engines fire while composing an answer to your prompt — captured from anonymous browser sessions. They reveal what the engine actually looked for, not what a model guessed.