Enrichment Pipeline
Total Companies
2987
Average Score
0.66
With Logo
100%
Enriched
2983
Excellent (≥0.85)
0
Good (0.60–0.84)
2573
Fair (0.40–0.59)
387
Poor (<0.40)
27
Logo Coverage
Missing logos: 2
| Source | Companies | Avg Quality |
|---|---|---|
| brandfetch | 1990 | 100 |
| website | 1139 | 94 |
| logodev | 557 | 84 |
| dealroom | 29 | 63 |
Data Gaps
description 3
logo 2
founded 108
headcount 20
funding 686
linkedin 21
techstack 219
Recent Significant Changes
major
Dandy Crunchbase resolvedFundingStage provides explicit Series D classification where previous profile had null; LinkedIn provides founded year 2020 where previous profile had null; Expanded from generic tagline to substantive product and market description; Updated to Crunchbase enum band lower bound; previous figure may have been from different source or time; Updated to Crunchbase enum band upper bound; previous figure may have been from different source or time
7/1/2026 major
Getsafe Company rebranded from Getsafe to Urban Jungle following UK acquisition/integration; Complete rewrite to reflect actual product, market, and traction; Headcount reduced following restructure/rebrand from Getsafe to Urban Jungle UK focus; Headcount band reduced following restructure; Identified Series A round led by Intact Ventures from funding history; Added current brand URL; Added Twitter/X URL from Crunchbase; Added LinkedIn URL from Crunchbase; Classified to fintech-insurance based on product domain; Classified as direct-to-consumer insurance
7/1/2026 major
Cursor Company has raised through Series D per Crunchbase resolvedFundingStage, with 6 total funding rounds including pre-seed, seed, Series A, B, C, and D; Company operates as Cursor (product brand) rather than Anysphere (legal entity); Crunchbase indicates 101-250 employees; Crunchbase indicates 101-250 employees; San Francisco headquarters identified from Crunchbase locationIdentifiers; United States identified from Crunchbase locationIdentifiers; Inferred founding year based on funding trajectory and company context
7/1/2026 significant
Framer Added recent product launches and tightened culture section to reflect actual source availability
7/1/2026 major
MongoDB Company identified as publicly traded with resolvedFundingStage from Crunchbase; LinkedIn provides explicit founded year of 2007; Crunchbase enum band minimum updated from prior estimate; Crunchbase enum band maximum expanded to 10000; Headquarters city now established from LinkedIn and Crunchbase; Headquarters country now established from LinkedIn and Crunchbase; Full description_long now populated from career pages and funding sources; Primary industry classified based on database platform product domain; Secondary industries added for cloud SaaS delivery and data analytics capabilities; Business model now specified: B2B primary with B2B2C for embedded/white-label platform use
6/30/2026 major
Barracuda Networks Complete rewrite with product, customer, and mechanism detail; Added comprehensive description_long; Extracted from Crunchbase locationIdentifiers; Extracted from Crunchbase locationIdentifiers; Extracted from career_pages_raw copyright notice and leadership page context; Updated to Crunchbase band lower bound; Updated to Crunchbase band upper bound; Added engineering technologies from career_pages_raw engineering blog posts; Classified from Crunchbase categories and LinkedIn industries; Added based on ML/data pipeline engineering focus described in technical blogs; Classified from product delivery through MSPs and direct enterprise sales
6/30/2026 major
AB Tasty Complete rewrite from generic placeholder to concrete product, customer, and capability description based on enriched sources; Added founded year from LinkedIn and career_pages_raw; Added Series C based on crunchbase resolvedFundingStage and career_pages_raw round history; Adjusted to reflect explicit 270 figure from career_pages_raw, mapped to band minimum; Adjusted to reflect explicit 270 figure from career_pages_raw, mapped to band maximum; Added HQ city from career_pages_raw and crunchbase locationIdentifiers; Added country from multiple sources; Added metro area inference; Added full address from career_pages_raw; Added total funding synthesised from disclosed rounds; Added currency from round context; Added industry classification based on product domain; Added secondary industry for analytics/experimentation overlap; Added business model classification; Added competitors from crunchbase; Added filtered tech stack from crunchbase, excluding DNS/security records and non-engineering items
6/30/2026 major
Sensor Tower Company founded year now established from career page source; HQ city now confirmed from multiple sources; HQ country now confirmed from multiple sources; Employee count band adjusted to Crunchbase enum; previous figure may have been inflated or from different methodology; Employee count band adjusted to Crunchbase enum; upper bound widened to 500; Description expanded from generic label to concrete product, customer, and market detail; Industry classification now established based on product domain; Secondary industry added for SaaS delivery model
6/30/2026 significant
Qobra Corrected founder narrative and completed leadership team listing; Expanded tech stack from career_pages_raw tech stack section; Inferred standard metro area for Paris HQ; Added full address from career_pages_raw
6/30/2026 major
Clerk.io Career pages raw confirms 60+ employees, up from previous 51-100 band; Crunchbase enum c_00101_00250 replaces previous 100 upper bound; First structured long description generated from enriched source data
6/30/2026 major
Blockrise Company identified as Seed stage from Crunchbase resolvedFundingStage; Founded year established from career page source; Employee band established from Crunchbase; Employee band established from Crunchbase; Seed funding amount identified from press coverage; Funding currency established; HQ city established from multiple sources; HQ country established; Industry classification established from product focus and categories; Secondary industry added based on MiCAR licensing and custody infrastructure focus; Careers page URL established from career_page source
6/30/2026 major
Blu Selection Major refresh reflecting 2025 Qamyno acquisition, rebrand to 'blu', and significantly expanded team and operational scale; Added Paris office, expanded role types to include technology, changed 'bootstrapped' to 'privately held' for accuracy; Added Google Analytics and Google Tag Manager from Crunchbase tech stack data
6/30/2026 significant
Siteimprove Added new CMO and 2026 press mentions; updated leadership team composition
6/30/2026 major
Coupa Company was acquired by Thoma Bravo in 2023 take-private transaction; previously public; Dealroom headcount updated to 3001; Crunchbase band suggests wider range up to 5000; HQ city now identified as Foster City, California; HQ country now identified as United States; Founded year now established from Dealroom; Full description_long now populated with product, culture, and leadership sections
6/29/2026 significant
Vita Mojo Minor prose refresh from new career page scrape, no material factual changes; Expanded tech stack from Dealroom engineering-relevant items after filtering
6/28/2026 Lowest Enrichment Scores
| Company | Score | Logo | Last Enriched |
|---|---|---|---|
| HqO | 0.00 | Missing | Never |
| Verse | 0.00 | Yes | Never |
| ZnanyLekarz | 0.00 | Yes | Never |
| DealRoom | 0.00 | Missing | Never |
| Virtuozzo | 0.00 | Yes | 6/19/2026 |
| TransferMate | 0.00 | Yes | 6/19/2026 |
| Tripledot Studios | 0.00 | Yes | 6/19/2026 |
| Soldo | 0.00 | Yes | 6/20/2026 |
| Sophos | 0.00 | Yes | 6/22/2026 |
| Sapio Network | 0.00 | Yes | 6/22/2026 |