Live web research · every claim sourced

Competitor analysis
that cites its sources.

Describe your company. Get a researched read on who you are up against, where the gaps are, and what the market is actually raising at — with a URL behind every number, or no number at all.

18 competitors · 38 sources · one run, 10–15 minutes

The number it refuses to give you

A founder who walks into a raise quoting an invented comparable is worse off than one who quotes nothing. So the valuation panel is governed by rules enforced in code, not by a prompt: every comparable needs a source URL, every figure on it is allowed to be missing, and a range is derived only from what research actually found.

9

comparable rounds found on the sample report, every one with a source URL

7

of them disclosed no valuation at all — and were left blank rather than filled in

None

implied valuation range reported, because the evidence does not support one

No implied valuation range can be derived: not one of the in-window legal timekeeping rounds (Laurel Series C, Billables AI Series A, Billables AI seed) disclosed a post-money valuation. If asked what the space prices at, the sourced answer is 'not publicly disclosed.'
— verbatim, from the sample report’s valuation caveats

That is the product working, not failing. A tool that always returns a range is telling you something about the tool, not the market. See the full valuation panel.

This is the real output

Rendered live from a stored run, by the same components the app uses. Not a screenshot.

Read the whole report →

Positioning

The notes reject price-vs-quality (transcription quality is converging and Fireflies gives unlimited transcription away free) and reject AI-native vs legacy as marketing. The two dimensions practitioners actually argue about are (A) capture surface — meeting-only versus whole-workday, which is the explicit public argument Ajax makes against API-only entrants — and (B) output disposition — whether the output is a note a human must still turn into revenue, or a pre-validated, OCG-compliant line item that survives client billing review. The profitable quadrant is broad capture x compliant output, where Laurel, Ajax and Billables are sprinting; the company sits in narrow capture x middling output, the same square as VXT at a published $40/seat.

X Capture surfaceY Output disposition

Competitors — 3 of 18

VXT

"The AI notetaker for attorneys" — captures in-person and virtual meetings and saves transcripts, summaries and an automatic time entry to the correct matter in the firm's legal software.

direct
Overlap95
Segment
Law firms specifically; VoIP/phone system for law firms is the core business with the notetaker as land-and-expand
Pricing
Per-user subscription, published self-serve pricing · $40/user/month (VXT Meet, billed annually)
Raised
Not found

Strengths

  • Owns the phone line — captures phone calls, virtual meetings and in-person meetings
  • Already integrated with legal practice management systems
  • Cheap, public, self-serve price point

Weaknesses

  • ANZ-origin with thinner US brand presence
  • Phone-system-first means telephony rip-and-replace for full value
  • No evidence of citation-grade / evidentiary positioning
  • No compliance (OCG) layer on time entries
  • No funding data could be found

Ajax

Native desktop app that continuously monitors lawyer device activity to generate custom, OCG-compliant time entries.

direct
Overlap75
Segment
Mid-sized firms on Clio, 20–150 timekeepers
Pricing
Not found
Raised
Pre-seed — conflicting figures across sources; do not cite a dollar amount

Strengths

  • Native capture surface across the whole workday (argues API-only competitors miss too much)
  • OCG-compliant time entries as headline positioning
  • Eight PMS/billing integrations (Clio, MyCase, Filevine, PracticePanther, SurePoint, Actionstep, Centerbase, Soluno)
  • Strong reported pilot motion (claimed 97% pilot-to-paid in 2025, 10–20 entries/day/user, 42–61% recorded-hours upticks)
  • Security posture: monthly automatic data deletion, no cross-user visibility, privacy filters, pause control, SOC 2
  • Human support, "not offshore and not AI"

Weaknesses

  • Continuous screen monitoring is a hard sell to partners and firm GCs
  • No public pricing
  • Small balance sheet relative to Laurel
  • Clio-centric, thinner coverage of other PMS ecosystems
  • Conflicting public funding data

Billables AI

AI timesheets that capture and organise billable activity for lawyers and consultants, adapting to individual billing preferences and writing entries back into Clio matters.

direct
Overlap72
Segment
Midmarket law firms; reported "hundreds of law firms"; founded 2023, San Francisco
Pricing
Not found
Raised
~$10.2M Series A led by Avenue Growth Partners (prior: $3.9M seed in 2024 led by Wing VC); valuation not disclosed

Strengths

  • Freshly funded ~$10.2M Series A
  • Integration-led GTM embedding into Clio, MyCase, SurePoint and daily workflows
  • Whole-workday capture across integrated tools
  • Adapts to firm/individual billing preferences over time
  • Expanding into "operational intelligence" beyond timekeeping

Weaknesses

  • No public pricing found
  • Competing head-to-head with Ajax in the same midmarket lane
  • Move beyond timekeeping signals timekeeping alone may not be a large enough market

How a report gets made

01

Research the live web

Claude Opus 5 runs with extended thinking and server-side web search and fetch, issuing real queries against the current web rather than recalling training data. A run makes around twenty searches and reads the pages it finds.

02

Structure against a schema

The research notes are reshaped into a schema-validated payload across three constrained calls — landscape, strategy, valuation. A comparable without a source URL cannot survive validation, so the integrity rules are enforced by the type system rather than requested in a prompt.

03

Watch it happen

Progress is persisted as the run proceeds, so the report page streams the actual search queries being issued and survives a refresh. Closing the tab does not cancel the run.

What is in a report

Competitors
Direct, adjacent and emerging, each scored for how directly it competes for your customer.
Positioning
The two dimensions that genuinely separate the market, with you plotted against everyone else.
SWOT and moat
A defensibility verdict that is willing to say "weak" and explain why.
Gaps
Segments nobody serves, with the evidence that they are unserved.
Wedge
One recommended way in, the reasoning behind it, and the first move.
Valuation
Sourced comparable rounds, and a range only when the comparables support one.

Why there is a password

A single run spends roughly seven dollars of API tokens and takes ten to fifteen minutes of live research. That is the cost of reading the web instead of guessing at it, and it is why this is not an open text box on the internet. Access is shared by password.