Honeyb review: pricing, features & alternatives

honeyb.ai/pricing and /llms.txt (read 20 October 2026). The Minimum: $29 a month, or $23 billed annually at $276 a year; 10 prompts daily, 1 engine of your choice, 1 workspace, 1 seat, 5 articles, email support. Multi-Model: $79, or $63 annually; 50 prompts, 3 engines, up to 5 workspaces, unlimited seats, 15 articles. Full Spectrum: $199, or $159 annually; 100 prompts, all 8 engines, up to 10 workspaces, 30 articles, priority support and guided setup.

Enterprise adds custom prompt volume, white-label reporting, API access, SSO and a dedicated Slack channel. Every plan gets a weekly visibility report by email.

honeyb.ai/platform/agent-analytics (read 20 October 2026). You point an existing log stream at Honeyb; there is no JavaScript tag or DNS change. Each request is reverse-resolved to separate real AI crawlers from spoofed user agents, and the named bots are GPTBot, ClaudeBot, PerplexityBot and Google-Extended. Crawls are then matched to citation data so you can see which pages drive AI mentions, with reports on crawl gaps, access errors and pages that convert AI traffic to visitors.

Every row below is a capability we already listed for Honeyb. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.

On this listing, Honeyb is a AI visibility platform for Small marketing teams that want daily tracking and a steady flow of published articles from one low-priced tool. What we sourced here: Daily prompt tracking on ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, Google AI Mode and Google AI Overviews (1, 3 or all 8 by plan); Visibility, share of voice and average position against competitors; Source citation tracking with domain-level breakdown, plus Reddit threads to answer; Content Agent: 5, 15 or 30 researched articles a month, published to WordPress, Ghost, Shopify, Webflow, Wix or a custom endpoint; Agent Analytics from forwarded server logs, with reverse DNS and IP verification of AI bots.

If you buy Honeyb for the job above, plan a second tool (or Promptwatch) for the layers this listing does not document. Still missing here: Visitor analytics: AI-referred sessions and conversions; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).

Honeyb's public pages (and this listing) describe a narrower job than Promptwatch. Most rivals answer whether you were mentioned. Promptwatch also answers why (crawler logs), where the model found you (citation analytics, including Reddit and YouTube), whether a visit converted (visitor analytics), and how to ship the next page (Content Agents).

The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.