Diligence memo · auto-generated · as of July 2, 2026
Babbl Labs, Inc.
Babbl Labs, Inc. looks fair against its niche peers and is active on financing cadence.
Businessfiled
Babbl Labs, Inc. operates in Software / Tech, based in MINNEAPOIS.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Babbl Labs, Inc. has raised $903K in disclosed capital across 3 recorded rounds, aggregated from public filings. Its latest round is modeled as Pre-Seed (a round under $1.0M).
Largest single filing: $391K on 2025-04-14.
Most recent recorded round closed around 2025-04-14.
Valuation (modeled)modeled
Provath models Babbl Labs, Inc. at approximately $1.2M (range $255K–$3.3M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 1.26× the median modeled value of Pre-Seed Software / Tech companies in 2025–2027 (105 peers) — value vs value, same stage and era. Within the normal band (126% of peer median) for its niche.
Financing rhythm & timingmixed
Historic cadence: a new round about every 13 months.
Last raise 15 mo ago; this sector typically re-raises about every 13 months.
Raising on or ahead of the sector's normal rhythm.
The last round stepped up 2.0× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 22% of Software / Tech peers (3920 compared).
Modeled value ranks above 6% of those peers.
Closest niche peers: 1486 Labs LLC, Imagen Digital Dentistry Support Services, LLC, Quarion Technology Inc., 3rd-i Technology, Inc., Simulacra Data, Inc..
Peoplefiled
2 named people on file across officers, directors and signatories.
Risks & flagsmixed
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.