RankSpot AI search agent bronze

AI visibility tracking

Track whether a brand is named in ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews answers for a set of prompts, and report which competitor is named when it is not.

• Is my brand mentioned when someone asks ChatGPT for the best SEO automation tool?
• Which competitors show up in AI answers for my category?

AI citation analysis

Read the sources an AI assistant cited in an answer, and compare them with the pages a competitor gets cited for.

• Which sources does Perplexity cite for this question?
• Which of my competitor's pages get cited by AI assistants?

Keyword research and clustering

Discover keywords with search volume, competition, opportunity index, search intent and an AI relevance score, then group them into semantic clusters so one article can cover a group of terms.

• Find untapped keywords for a project management SaaS.
• Cluster these 400 keywords into topics I can write about.

Competitor analysis

Add a competitor domain and pull the keywords and backlinks it ranks for, showing exactly where it wins and the tracked site does not.

• What keywords does competitor.com rank for that I don't?
• Add competitor.com and show me the overlap.

Backlink gap analysis

Surface high-authority sites linking to competitors but not to the tracked site, plus directory and forum opportunities worth pursuing by hand.

• Who links to my competitors but not to me?
• Find directories I should be listed in.

GEO forum opportunities

Find Reddit, Quora and niche forum threads where the product is a legitimate answer, along with the People Also Ask questions behind them.

• Find Reddit threads where my tool would be a genuine answer.
• What do people also ask about AI search optimisation?

Content planning and article generation

Plan topics, generate SEO and AEO articles with internal and external links, images and embedded video, and publish them to WordPress, Webflow, Shopify or Framer after review.

• Write an article about AI search optimisation and put it in my review queue.
• Publish the approved draft to my WordPress site.

Search Console insights

Read Google Search Console performance for the connected property, inspect a URL's index status, and request indexing.

• How did my clicks change last month?
• Is this URL indexed, and can you request indexing?

RankSpot MCP server

Read and act on a RankSpot workspace: AI visibility across ChatGPT, Claude, Gemini and Perplexity, keyword research and clustering, competitor and backlink gaps, forum opportunities, article generation and publishing, and Search Console data.

RankSpot Public API

Forty /v1/ REST endpoints over a RankSpot workspace: keywords and clusters, competitors, backlinks, AI visibility prompts, responses and citations, forum opportunities, People Also Ask, articles, planned actions, research and Google Search Console. Bearer API key, offset/limit pagination.

RankSpot free tools API

75 single-shot SEO and AI-search utilities, free and keyless. 54 of them run server-side and answer a POST at /api/tools/<slug>, rate limited per IP. They back the tool pages rather than forming a product API, so they are catalogued here as context rather than as a service description.

AI citation index

Daily index of the domains AI assistants cite most, across ChatGPT, Perplexity, Google AI Overviews and AI Mode. Published under CC BY 4.0.

RankSpot AI search agent

RankSpot is the SEO and AI search execution layer for agents. One MCP connection gives Claude, ChatGPT, Grok, Cursor, Claude Code, VS Code, Windsurf, Codex or n8n the data and the actions to rank in Google and in AI answers: it tracks where a brand is named in ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews, researches keywords and competitors, writes and publishes articles to the customer's own site, finds editors and sends pitches from the customer's mailbox, and drafts replies on the forum th