Mentions.so + Ranqer: the revenue-attribution stack
Mentions.so is the AI visibility tracker that closes the loop from citation to revenue — and it covers more LLMs at mid-market prices than any competitor. Ranqer is the content engine that moves the citations Mentions counts. Paired, they're the stack for agencies that need to prove ROI, not just report visibility.
What is Mentions.so?
Mentions.so is a mid-market AI visibility platform trusted by 100+ brands. Platform coverage is unusually wide for the price tier: 8 engines including ChatGPT, Perplexity, Claude, Grok, Gemini, DeepSeek, Llama, and AI Overviews. Notably, Claude and Grok unlock from the $99 Pro tier — most competitors gate these behind Enterprise.
The product's real differentiator is revenue attribution. Mentions.so ties AI visibility changes to traffic lift and downstream revenue impact, not just citation counts. For agencies billing clients monthly, this is the closest thing to defensible ROI reporting in the category — every other tracker stops at 'mention rate changed.'
Workflow is deliberately agency-friendly: unlimited user seats on every tier, white-label from the $399 Agency plan, Kanban-style insights dashboard that treats AI visibility gaps as tasks. The plain-English AI agent (ask questions, get filtered reports) is a small UX differentiator worth noting. Targets solo operators through agencies — the pricing curve scales cleanly from $49 Starter to $399 Agency without awkward jumps.
Who it's for
Agencies that need to prove ROI to clients (revenue attribution is the real lever here), and mid-market brands where Claude, Grok, DeepSeek, or Llama coverage matters — developer-first SaaS, open-source tool makers, brands targeting the Chinese market through DeepSeek. Not the cheapest entry (Otterly Lite at $29 is half the price for solo use), but the best value per platform-covered at the $99-199 mid-market bracket.
Key features
8 AI engines, Claude + Grok from Pro
ChatGPT, Perplexity, Claude, Grok, Gemini, DeepSeek, Llama, and AI Overviews. Only tracker at this price tier that includes Claude and Grok from the $99 plan. DeepSeek and Llama are unique to Mentions in our stack.
Revenue attribution
Traces AI visibility changes to traffic lift and downstream revenue. Most trackers stop at citation counting; Mentions connects the dots through to business impact.
Unlimited seats on every tier
No per-user upcharges. Matches SE Visible's policy — a material cost advantage over Semrush ($99/extra seat) for teams of 3+.
Kanban insights + AI agent
Workflow UX that treats visibility gaps as actionable tasks, plus an AI assistant you can query in plain English. Small but real UX edge for teams coming from project management tooling.
Mentions.so pricing
All tiers include unlimited user seats and daily data refresh. Pro at $99 is the sweet spot — 5 sites, all 8 LLMs, revenue attribution included. The Agency tier at $399 is directly competitive with SE Visible Plus ($355, 10 brands) and well under Scrunch Agency Core ($500).
The gap every tracker has
46.7%
of Perplexity top-10
citations are Reddit
Profound, 680M citations
24%
of all Perplexity
citations are Reddit
Tinuiti Q1 2026
+73%
Reddit citation share
growth Oct 2025 → Jan 2026
Tinuiti Q1 2026
These numbers come from independent research — Profound's own 680-million-citation study and Tinuiti's Q1 2026 AI Citation Trends Report. The takeaway is the same regardless of which tracker you use: AI models lean heavily on Reddit.
Ranqer is the content engine that feeds what Mentions.so measures.
Mentions.so's revenue attribution and Ranqer's Reddit content placement pair into the only closed-loop AI visibility stack in the category: Ranqer places comments, Mentions tracks the citation lift and ties it to traffic and revenue. Agencies running this combo can show clients a clean narrative — 'we placed 40 comments in month 1, citations lifted on 12 tracked prompts, branded traffic increased 23%, attributed revenue moved $X.' Every other stack in this space stops at citation lift and leaves the ROI story incomplete. Mentions Pro ($99) + Ranqer ($129) = $228/mo gets you the closed loop.
See what Ranqer would post for youThe Mentions.so + Ranqer loop
Mentions runs your prompts across ChatGPT, Perplexity, Claude, Grok, Gemini, DeepSeek, Llama, and AI Overviews. Revenue attribution baselines current traffic and revenue tied to each tracked prompt.
Unlike plain mention rate, Mentions flags prompts where the gap is costing attributable revenue. This prioritises the content list — target high-revenue prompts first, ignore trivia.
Ranqer finds live threads for the revenue-weighted gap prompts, drafts contextual comments, and posts from vetted accounts. Threads index within days and enter the retrieval pipeline for all 8 tracked engines.
Mentions re-tracks daily. Citations lift on targeted prompts; traffic attribution updates; revenue impact is visible within 2-3 months. White-labeled report goes to the client with the full measurement-to-money story.