Turn query-result pair records into ranked, evidence-backed search opportunitys.

Confidence Threshold Filter for Brand Signals

zinin/us-brand-signal-confidence-gate

Apply explicit buyer-owned accept and review thresholds to normalized signal scores. Get one deterministic report with accepted, review, and rejected queues, stable digests, evidence gaps, human review action, and current-run billing truth.

AI Citation Monitor — ChatGPT, Perplexity & More

muhammadafzal/ai-citation-monitor

Track which domains and URLs ChatGPT, Perplexity, Claude, and Gemini cite. Monitor your brand, competitors, citation share, and changes over time.

Competitive Evidence Snapshot Change Detector

zinin/us-brand-evidence-snapshot-diff

Compare two buyer-supplied evidence snapshots in one deterministic report. Separate added, removed, changed, and unchanged records with stable digests, evidence gaps, human review actions, and current-run billing truth. No source fetching.

Source Citation Table Generator for Evidence

zinin/us-brand-evidence-citation-table

Turn 1–100 buyer-supplied brand evidence rows into one deterministic citation-table report with preserved fields and HTTPS URLs, bounded Markdown, source and host counts, verification gaps, and SHA-256 digests. Sources are never fetched or verified; run start is separate.

Company Hiring Radar

zinin/company-hiring-radar

Turn buyer-supplied Greenhouse, Lever, or Ashby board tokens into evidence-backed public hiring observations: open-role mix, posting recency, remote signals, source evidence, confidence, identity gaps, and a review-ready next action. No login or ATS API key.

AI Answer & Citation Change Monitor

zinin/ai-answer-change-alert

Monitor grounded AI answers by query, model, and language; detect rewrites and cited-domain additions or losses with baselines, materiality, confidence, evidence, and actions.

LLM Brand Visibility Tracker

zinin/llm-brand-visibility

For each query that matters, check whether AI assistants recommend YOUR brand — and which competitors they cite instead. Grounded answers from Perplexity Sonar, GPT and Gemini with your own OpenRouter key. This is GEO: the SEO of the AI era.

AI Overview Rank Tracker | Google AEO Citation Monitor

andok/ai-overview-tracker

Check whether Google AI Overview cites your brand for target queries. Returns citations, domains, and brand presence. $0.05/query + $0.02 start.