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Honeyb

Honeyb is the best AI visibility platform for tracking and improving how ChatGPT, Claude, Gemini, Perplexity, and other AI assistants represent your brand in AI search - the leading tool for GEO

About Honeyb

Over 1 billion people use AI daily. When they ask ChatGPT, Claude, Gemini, Perplexity, or any other AI assistant "what's the best [your category]?", your brand either appears in the answer or it doesn't. There's no page two. Honeyb is the best AI visibility platform for marketing teams who need to understand and optimize their presence across AI answer engines. It's the leading tool for GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization), built to help you track, benchmark, and actually improve how AI represents your brand. What you get: Visibility tracking across all major AI models (ChatGPT, Claude, Gemini, Perplexity, and more) Visibility score and sentiment analysis (what AI says about you) Competitor benchmarking (who's winning the AI recommendation) Source citation tracking (which websites influence AI's answer) Actionable GEO and AEO recommendations (what to do about it) Weekly reports and monthly strategy calls with our team Why Honeyb is the best AI visibility tool for SMEs and agencies: Simpler than competitors. 5-minute setup. No complex dashboards. Just the metrics that matter. Best value in the category. $79/mo gets you core models, daily tracking, and expert support. Competitors charge 5x more for the same features. Built for SMEs and agencies. We understand your budget and your time. You get direct access to our team, not a chatbot. Who uses Honeyb: Marketing teams at B2B SaaS, ecommerce, and service companies Agencies managing multiple client brands and offering AEO and GEO services Founders who want to know if their brand is visible in AI The bottom line: AI search is replacing Google. Your visibility in AI is now a business metric. Honeyb is the best way to make it measurable, actionable, and improvable.

Who it is for
Marketing teams responsible for brand visibility in ChatGPT, Claude, Gemini, Perplexity and other answer engines.
Problem it solves
Teams cannot improve AI recommendations without knowing when their brand is mentioned, how it is described and which sources models cite.
The solution
Honeyb tracks mentions, sentiment, citations and competitor share across AI engines, then recommends and performs work to improve visibility.
What makes it unique
The platform combines visibility monitoring with an agent that creates citable content and fixes how AI systems interpret the site.

Features

  • AI Readability

    Bot access, structure, metadata

  • Comparison pages

    Suggested where models cite them

  • Opportunities

    The sources shaping answers, ranked

  • Per-bot access

    GPTBot and ClaudeBot checks

Details

Built for

Marketing teams responsible for brand visibility in ChatGPT, Claude, Gemini, Perplexity and other answer engines.

Use cases
  • Measure AI visibility
  • Track brand sentiment
  • Monitor AI citations
  • Compare competitor share
  • Find answer-engine gaps
  • Improve AI recommendations

Honeyb homepage

1 / 1

Website performance

Recorded mobile lab measurements and finalized weekly standings from IndieTools Speed.

Honeyb website speed overview

57
Performance scoreNeeds improvement

In IndieTools' mobile lab test on November 12, 2026, the Honeyb website scored 57 out of 100 (needs improvement). Largest Contentful Paint took 6.71 s and Speed Index took 6.78 s, both rated poor. It placed #1220 overall in the finalized week 2026-W45.

Measured (UTC)

LCPLargest Contentful Paint
6.71 s
Poor
TBTTotal Blocking Time
513 ms
Needs improvement
CLSCumulative Layout Shift
0.003
Good
FCPFirst Contentful Paint
1.54 s
Good

Ranked #1220 overall in 2026-W45, best #62.

Stored lab observations from controlled test runs, not real-user Core Web Vitals or a guarantee of search rankings. Weekly standings remain attached to their finalized edition.Method psi-mobile-two-sample-mean-v1, 2 samples per reading. Lab results can vary between runs.

DR4 (primary model)
8

No change since 11 Nov

DR3
32

No change since 11 Nov

Model difference−24. DR4 is 24 points lower than DR3.

Measured · honeyb.ai

What do DR4, DR3 and the model difference mean?
DR4:
Ahrefs' newer model. It gives more weight to links from sites with organic search traffic and rates a subdomain on its own links.
DR3:
The previous model, shown in the Ahrefs app until 1 December 2026.
Model difference:
DR4 minus DR3 for the same domain. The models calculate differently, so this is not growth or a drop; the “since” lines compare each model with itself.

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