CFPB Complaint Theme Miner

Public cursor.com/llms.txt headings and links. Not a crawler-readiness score. $0.043 / line.

iTunes Search API podcast collections. Not extracted sponsors or host emails. $0.029 / show.

Mine Google reviews for local-business complaints, objection themes, low-star risk signals, and sales or reputation opportunities.

Mine Trustpilot reviews for recurring complaints, praise themes, competitor weaknesses, and customer language, with structured research exports.

Monitor Trustpilot reviews and get ONLY what changed since the last check: new reviews, rating drops, replies. You pass no date - it remembers what it already showed you. One verdict per company with severity and complaint themes. Slack, webhook or AI agent. About $1 per company/month.

Indeed Company Reviews Scraper — Employee Reviews

kestrel/indeed-company-reviews

Every Indeed employee review of any company: the 1-5 rating with five sub-ratings (work-life balance, pay, job security, management, culture), full text, pros, cons, job title, location, dates and employer replies. Company slugs or /cmp/ URLs, 44 country domains. No key, no login. Pay per review.

Analyze public Amazon reviews and Q&A to surface recurring complaints, product gaps, buyer questions, and feature opportunities in structured data.

Scrape Google Play reviews across countries as clean JSON: rating, text, version, thumbs-up, developer replies. HTTP-only, no browser needed.

Hosted trustpilot scraper that returns structured review data from any Trustpilot business page as JSON, title, body, rating, reviewer, date, language, plus the aggregate business rating. Run it from the Apify Store with one click, or call it from your own service via the Apify API.

Search the CFPB Consumer Complaint Database (public API, no key) and get one normalised row per complaint: product, issue, company, state, ZIP, company response, timeliness, tags, narrative and link. Filter by term, company, product, state, date range and narrative. Default: last 30 days.