Use cases
Start with the decision or product you need to power.
Each use case lays out the calls to make, what they return, and what the pipeline costs at a stated volume.
Ecommerce and reviews
Amazon price monitoring
Track Amazon prices, Buy Box sellers, and stock for a list of ASINs: API calls, a working script, monthly cost at 100 to 1,000 products, and limits.
Trustpilot review monitoring
Monitor Trustpilot for your company and competitors: collect new reviews, track TrustScore and reply behaviour, and alert on negative reviews. Script and costs.
MAP enforcement on Amazon
Find Amazon sellers listing a brand's products below minimum advertised price: search the brand, read every offer, name the sellers. Script, calls, and cost.
Amazon rating monitoring
Monitor Amazon star ratings, rating counts, and the share of 1- and 2-star ratings for your products and competitors each week. Script, calls, cost, and limits.
Amazon category research
Research an Amazon category from Best Sellers: the top 60 products per subcategory with price, rating, and rating count, to size demand. Script and cost.
Trustpilot competitor benchmarking
Benchmark every company in a Trustpilot category: TrustScore, review volume, share of 1-star reviews, and reply speed on negative reviews. Script and cost.
Search and local
Google rank tracking
Build a Google rank tracker: check where your domain ranks for each keyword daily and record SERP features. A script and monthly cost at 100 to 5,000 keywords.
Local lead generation
Build local business lead lists from Google Maps: every business per category and city with phone, website, rating, and email. Script, calls, and monthly cost.
Local SEO competitor audit
Audit a business's Google Maps visibility: its rank for customer searches, the ratings of businesses above it, and what their reviews mention. Script and cost.
Grounding LLM answers in search results
Ground a language model's answers in live Google results: search, pass the top results as numbered sources, and have the model cite them. Script and cost.
Content research from People also ask
Find what searchers ask about a topic from Google's People also ask and related searches, expanded one level, to plan articles and FAQs. Script and cost.
Leads and companies
Lead enrichment from company websites
Enrich company domains with the emails, phone numbers, social profiles, and addresses each publishes on its own site: a script and the cost per 1,000 domains.
Product Hunt launch tracking
Track Product Hunt launches by topic: pull the daily, weekly, or monthly leaderboard, add each launch's makers and website, and route it to outreach.
Startup deal sourcing
Source early-stage startups from Product Hunt launches by topic, adding makers, website contacts, and the Crunchbase profile. Script, calls, and monthly cost.
Account research briefs
Build a one-page account brief from public data: website contacts, Crunchbase facts, Trustpilot TrustScore, and Glassdoor ratings. Script and cost per brief.
Jobs and hiring
Salary benchmarking
Benchmark salaries by job title against rival employers using Glassdoor salary percentiles: API calls, a working script, monthly cost, and the data's limits.
Job market analytics
Measure hiring demand by role and city from Indeed listings: weekly new openings, median posted salary, and remote share. API calls, a script, and monthly cost.
Hiring signals for sales
Use Greenhouse job boards as sales triggers: detect new roles that signal a purchase, such as a first data engineer, with a daily diff script and monthly cost.
Employer reputation tracking
Track your Glassdoor rating, sub-ratings, and CEO approval against competing employers, month by month. API calls, a working script, and the monthly cost.
News
Brand and media monitoring
Build media monitoring on the Google News API: hourly checks for a brand, product, or executive across markets, deduplicated, with a script and monthly cost.
Financial news tracking
Track Reuters, AP, and Bloomberg business headlines that name companies on your watchlist, with article text for each match: API calls, script, and cost.
News corpus for research and RAG
Build a news corpus on a topic from AP News: search, read each article's full text, and write JSON lines for analysis or a retrieval index. Script and cost.
Subscribe to the API you need.
Each Clair API is its own monthly request quota. Unused requests expire. Every API has a free tier to try it.
Bloomberg News API
Associated Press API
Glassdoor API
Greenhouse Jobs API

Crunchbase API
Website Contacts API