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Deep Research API for Developers

L1–L4 research depths. Real-time web intelligence. Build custom research pipelines with one API call.

Research Results

Output:

99%+ Accuracy

0 Templates Needed

FREE No Limits

ANY Format

How It Works

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AI processes it

Our AI reads your file semantically — no templates needed.

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Why AI Beats Manual Work

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Who Uses This

Data Engineers

Build research-powered ETL pipelines. GatherFeed L1/L2 feeds structured market data, customer insights, and competitive intel into warehouses — no Zapier limit hacks needed.

Product Researchers

Validate feature hypotheses against live user behavior. Query L3 to research market trends, pricing patterns, and emerging pain points in your niche in minutes, not weeks.

Competitive Intelligence Teams

Monitor 50+ competitor moves weekly. GatherFeed L4 generates full research reports on product launches, funding rounds, and market positioning — updated daily.

Content & SEO Strategists

Discover trending topics and content gaps. Use L2 research to identify high-intent keywords before ranking data updates, then create content that fills real demand.

FAQ

What research depths are available?

GatherFeed offers four depths: L1 (quick, 1 search round, ~$0.01) for fast answers; L2 (moderate, 3 rounds, ~$0.10) for balanced research; L3 (deep, 5 rounds, ~$0.30) with gap detection for comprehensive coverage; L4 (exhaustive, 10 rounds, ~$1.00) for multi-hop reasoning across 50+ sources. Choose based on your accuracy vs. speed vs. cost needs.

How does pricing work?

GatherFeed charges per API call, not per seat. L1 calls cost ~$0.01, L4 calls ~$1.00. You get 7 days of caching on repeated queries, so your costs drop as your pipeline stabilizes. No monthly minimums. Volume discounts available at $10k+/month spend.

Can I integrate GatherFeed with my existing pipeline?

Yes. GatherFeed is API-first. It works with Python, JavaScript, Go, and any HTTP client. You can pipe results into Supabase, DuckDB, Postgres, or cloud warehouses. We also support webhooks for async processing and publish cached results to S3 or R2.

What data sources does GatherFeed use?

L1/L2 use Google Search, DuckDuckGo, and live web crawl. L3/L4 add specialized indexing, academic databases, news APIs, and social signal aggregation. All results are cited with URLs. You can filter by source recency, domain authority, and content type.

Is there a rate limit?

No hard rate limits. Free tier gets 10 L1 calls/day; Pro starts at 500 calls/month. Enterprise customers get dedicated endpoints. Cached queries (same query within 7 days) don't count against your limit.

Can I use this for real-time applications?

Depends on your tolerance for 2–5 minute freshness. L3/L4 research takes 30 seconds to 2 minutes. For truly real-time data (stock prices, breaking news), pair GatherFeed with specialized APIs. We're optimized for reports, competitive analysis, and trend discovery, not sub-second latency.

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Also Try

Need this on autopilot?

Pages Plus Pro runs this as a scheduled pipeline — batch processing, API access, webhook delivery.