{"category":{"slug":"data-enrichment-tools","label":"Data enrichment tools"},"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","date":"2026-08-25","engine":null,"available_dates":["2026-08-26","2026-08-25","2026-08-07","2026-08-06","2026-07-28","2026-07-25","2026-07-24","2026-07-20","2026-07-17","2026-07-16","2026-07-04","2026-07-03","2026-06-23","2026-06-17","2026-06-16"],"policy":{"quotable_engines":["anthropic","openai","gemini"],"max_excerpt_chars":400,"full_text_public":false,"customer_runs_public":false,"full_text_retention":"retained at least 24 months, then operator review","notes":["Only Index category runs are archived publicly — customer scans never appear.","The quotable unit is a short excerpt of at most 400 characters, never the full answer.","Engines outside the verbatim allowlist are recorded as having answered, with the excerpt withheld under their terms.","Prompt intent is published; the prompt text itself is not."]},"status":"ok","count":5,"limit":50,"truncated":false,"engines":[{"engine":"perplexity","count":2,"withheld":true,"answers":[{"engine":"perplexity","answered_on":"2026-08-25","prompt_intent":"best_in_category","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-25","prompt_intent":"best_in_category","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]}]},{"engine":"gemini","count":1,"withheld":false,"answers":[{"engine":"gemini","answered_on":"2026-08-25","prompt_intent":"best_in_category","excerpt":"For B2B sales and marketing teams, data enrichment tools are crucial for maintaining accurate CRM data, improving targeting, personalizing outreach, and boosting conversion rates. These tools automatically append missing information, verify existing data, and provide valuable insights like firmographics, technographics, and buying intent signals. The market offers a variety of solutions, each with","excerpt_withheld":false,"withheld_reason":null,"highlights":[]}]},{"engine":"grok","count":1,"withheld":true,"answers":[{"engine":"grok","answered_on":"2026-08-25","prompt_intent":"best_in_category","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]}]},{"engine":"openai","count":1,"withheld":false,"answers":[{"engine":"openai","answered_on":"2026-08-25","prompt_intent":"best_in_category","excerpt":"For B2B sales and marketing teams in 2026, there isn’t one universally “best” enrichment tool. The right choice depends on whether you care most about contact data, CRM enrichment, intent signals, international coverage, or combining multiple providers.\n\nMy shortlist:\n\n- Clay — Best overall enrichment/orchestration layer. It can waterfall across 200+ data providers and AI agents, enrich firmograph","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":272,"end":276,"name":"Clay"}]}]}]}