- conflicts or gaps
- [[{"field": {"value": "funding.total_raised_usd", "source_urls": ["https://www.cbinsights.com/company/biobot-labs/financials", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA"]}, "issue": {"value": "CB Insights reports $40.17M over 10 rounds; Tracxn reports $42.7M over 5 rounds; round counts and totals differ across databases.", "source_urls": ["https://www.cbinsights.com/company/biobot-labs/financials", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA"]}}, {"field": {"value": "funding.rounds[3]", "source_urls": ["https://biobot.io/press-release/biobot-analytics-announces-new-funding-round-led-by-valor-equity-partners-expands-board-of-directors/", "https://www.cbinsights.com/company/biobot-labs/financials", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA"]}, "issue": {"value": "2025 round: company PR (Jun 18, 2025) labels it a new funding round with undisclosed amount; CB Insights calls it Series B $13.45M on Jun 6, 2025; Tracxn calls latest round Series A on May 23, 2025 with undisclosed amount; Gaebler lists Jun 20, 2025 venture equity as undisclosed.", "source_urls": ["https://biobot.io/press-release/biobot-analytics-announces-new-funding-round-led-by-valor-equity-partners-expands-board-of-directors/", "https://www.cbinsights.com/company/biobot-labs/financials", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA", "https://www.gaebler.com/VC-Funding-5B2FBC9E-7C64-45D5-8879-35B604A25526-Biobot-Analytics-06-20-2025"]}}, {"field": {"value": "employees.snapshots", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA", "https://www.linkedin.com/company/biobot-analytics"]}, "issue": {"value": "Headcount ranges widely: YC team_size 12; Tracxn 98 (Dec 2022) then 10 (Dec 2024 legal entity filing) then 29 (May 2026); LinkedIn ~22. Sharp decline between 2022 and 2024 filings not explained in primary sources.", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA", "https://www.linkedin.com/company/biobot-analytics"]}}, {"field": {"value": "identity.hq_location", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA", "https://www.businesswire.com/news/home/20200421005182/en/Biobot-Analytics-Raises-%246.7-Million-in-Seed-Funding-to-Transform-Wastewater-Infrastructure-into-Public-Health-Observatories"]}, "issue": {"value": "HQ reported as Cambridge, MA (YC, Wikipedia, Series A PR) vs Somerville, MA (2020 BusinessWire seed PR and Tracxn registered address).", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA", "https://www.businesswire.com/news/home/20200421005182/en/Biobot-Analytics-Raises-%246.7-Million-in-Seed-Funding-to-Transform-Wastewater-Infrastructure-into-Public-Health-Observatories"]}}, {"field": {"value": "founders", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA"]}, "issue": {"value": "YC lists Mariana Matus as 'Founder' (not CEO) and Newsha Ghaeli as 'Cofounder & President'; company PR consistently lists both as cofounders with Matus as CEO. Tracxn founder profile lists only Mariana Matus.", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://biobot.io/press-release/biobot-analytics-raises-20m-series-a-to-expand-its-wastewater-epidemiology-data-platform/", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA"]}}, {"field": {"value": "exit_status.government_contract_note", "source_urls": ["https://en.wikipedia.org/wiki/Biobot_Analytics", "https://www.politico.com/news/2023/10/26/detecting-covid-surges-contract-dispute-00123787", "https://www.cambridgeday.com/2025/11/24/biobot-tracks-expansion-into-new-markets/"]}, "issue": {"value": "Wikipedia describes CDC awarding/expanding Biobot contracts through 2022; later reporting (2023) documents CDC replacing Biobot with Verily when NWSS contract expired Sep 15, 2023. Cambridge Day (Nov 2025) says Biobot worked with CDC from 2022–2023. Post-2023 federal contract status unclear beyond protest/dispute coverage.", "source_urls": ["https://en.wikipedia.org/wiki/Biobot_Analytics", "https://www.politico.com/news/2023/10/26/detecting-covid-surges-contract-dispute-00123787", "https://www.salon.com/2023/10/19/a-lapse-in-wastewater-detection-is-worrying-scientists-about-distorted-data/", "https://www.cambridgeday.com/2025/11/24/biobot-tracks-expansion-into-new-markets/"]}}, {"field": {"value": "identity.sector", "source_urls": ["https://yc-oss.github.io/api/batches/winter-2018/biobot-analytics.json", "https://www.ycombinator.com/companies/biobot-analytics"]}, "issue": {"value": "YC OSS industry field is 'Government' while YC page tags are 'Health Tech' and 'Analytics'.", "source_urls": ["https://yc-oss.github.io/api/batches/winter-2018/biobot-analytics.json", "https://www.ycombinator.com/companies/biobot-analytics"]}}, {"field": {"value": "products.scale_metrics", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://biobot.io/press-release/biobot-analytics-raises-20m-series-a-to-expand-its-wastewater-epidemiology-data-platform/", "https://biobot.io/press-release/biobot-analytics-launches-high-risk-substance-wastewater-platform-to-help-communities-combat-the-opioid-epidemic/"]}, "issue": {"value": "Community/site coverage counts differ across sources: YC cites ~500 communities / 43 states; Series A PR cites 700+ locations / all U.S. states; 2022 opioid PR cites 1,000+ locations / all 50 states.", "source_urls": ["https://www.ycombinator.com/companies/biobot-analytics", "https://biobot.io/press-release/biobot-analytics-raises-20m-series-a-to-expand-its-wastewater-epidemiology-data-platform/", "https://biobot.io/press-release/biobot-analytics-launches-high-risk-substance-wastewater-platform-to-help-communities-combat-the-opioid-epidemic/"]}}]]
- source urls
- ["https://biobot.io/about-biobot/", "https://biobot.io/federal-government/", "https://biobot.io/press-release/biobot-analytics-announces-new-funding-round-led-by-valor-equity-partners-expands-board-of-directors/", "https://biobot.io/press-release/biobot-analytics-launches-high-risk-substance-wastewater-platform-to-help-communities-combat-the-opioid-epidemic/", "https://biobot.io/press-release/biobot-analytics-raises-20m-series-a-to-expand-its-wastewater-epidemiology-data-platform/", "https://biobot.io/press-release/wastewater-data-offers-powerful-tool-in-confronting-opioid-epidemic-new-study-reveals/", "https://biobot.io/wasterwater-treatment-plants/", "https://biobot.io/wastewater/", "https://en.wikipedia.org/wiki/Biobot_Analytics", "https://entrepreneurship.mit.edu/news/biobot-analytics-a-startup-using-sewage-to-fight-the-opioid-crisis-raises-2-5m/", "https://homebrew.co/blog/2018/05/29/biobot-analytics-helping-cities-improve-population-health", "https://leadiq.com/c/biobot-analytics/5a3c4075520000f300ea8f51", "https://tracxn.com/d/companies/biobotanalytics/__yJJB6FOAwAlj5V0Emsbfu5ZxYG4RD5Pn1sxZmCdVSPA", "https://www.businesswire.com/news/home/20200421005182/en/Biobot-Analytics-Raises-%246.7-Million-in-Seed-Funding-to-Transform-Wastewater-Infrastructure-into-Public-Health-Observatories", "https://www.cambridgeday.com/2025/11/24/biobot-tracks-expansion-into-new-markets/", "https://www.cbinsights.com/company/biobot-labs/financials", "https://www.forbes.com/sites/katiejennings/2020/04/24/mit-spinoff-raises-42-million-to-estimate-scope-of-coronavirus-cases-by-analyzing-wastewater/", "https://www.gaebler.com/Funded-Company-2B98DB5A-2DE1-49CB-BC61-72F8216057DD-Biobot-Analytics", "https://www.gaebler.com/VC-Funding-5B2FBC9E-7C64-45D5-8879-35B604A25526-Biobot-Analytics-06-20-2025", "https://www.govtech.com/biz/Biobot-Analytics-a-Startup-Using-Sewage-to-Fight-the-Opioid-Crisis-Raises-25M.html", "https://www.linkedin.com/company/biobot-analytics", "https://www.politico.com/news/2023/10/26/detecting-covid-surges-contract-dispute-00123787", "https://www.salon.com/2023/10/19/a-lapse-in-wastewater-detection-is-worrying-scientists-about-distorted-data/", "https://www.statnews.com/2023/10/02/alphabet-verily-cdc-wastewater-surveillance-public-health/", "https://www.ycombinator.com/companies/biobot-analytics", "https://yc-oss.github.io/api/batches/winter-2018/biobot-analytics.json"]