Changelog

Keep verified company facts, their sources, and their history in one reviewable record.

Score pages on readable evidence, then turn important crawler, sitemap, snippet, and page failures into issues you can resolve.

Keep a report’s period fixed, follow a claim to its citation signal, and inspect every cited page as its own record.

See win rate, visibility, demand, and trend by topic, then drill into the questions behind each one.

Report totals and their drill-downs now use the same underlying evaluation rows.

Compare a run with the prior benchmark and see which answers, sources, and competitors changed.

Ask MCP-enabled assistants about your workspace’s position, issues, prompts, sources, and playbooks.

Generate a richer, evidence-led playbook directly from the Playbooks page and carry proof into the discussion.

See recommendation rate, sentiment, freshness, brand coherence, and engine spread at the top of a report.

Classify cited sources as yours, a competitor’s, or third-party—and update past citations when ownership changes.

Build prompts from buyer personas, real search demand, and the company or product they are meant to test.

Schedule a collection to run every week and keep a baseline for comparison.

Benchmark the buyer questions that matter, inspect the answers, and turn repeated gaps into work your team can ship.

Run the same prompt set across ChatGPT, Claude, Perplexity, and Gemini—and see where your position changes.

Give each product its own prompt set, score, and report rather than blending a portfolio into one company-wide result.

Turn benchmark gaps into a report people can discuss and a ranked list of the work to address.