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Updated · 1d ago
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TECH ValidatedⓘEvidence tiers: Early signal = 1 uncorroborated request — treat as radar, not a validated opportunity · Corroborated = 2-3 requests · Validated = 4+ requests from 2+ different people. Every count appears exactly once, in the fact bar below — each traces to a real source post.

Browser Automation Framework

4
builder posts asking
latest ask seen 3w ago
+36 product posts seen in community
see the posts →
4
different people asking
across 1 platform
who →
14
rivals shipping · web scan
see prices →
$20
cheapest rival / mo
range →

In their words

"I'm looking for a browser mainly for automation tasks like account management, testing, and running workflows" — a builder, verbatim · sign in free to trace the source ↗

What they tried & dropped

Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.

browser-harness — "lack of stable selectors across websites and changing pages continuously breaking these scripts" verbatimsign in to trace ↗
Selenium — "breaking every week" verbatimsign in to trace ↗
browser use — "found it complex for non technical people to build workflows" verbatimsign in to trace ↗
airtop — "very slow to perform tasks" verbatimsign in to trace ↗
skyvern — "handling layout changes better than the scripts I was maintaining before" verbatimsign in to trace ↗

Pain, in numbers

Quantified only where a builder stated a real figure — no LLM estimates.

$20/mo subscription

Hard requirements

Non-negotiables stated by builders in their own words. Miss one and they will not switch.

runs locally on Windowscaptcha solvingcloud basedproxieseasy for non technical folksstability

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $20/mo · names — log in ↗
Open-source check · GitHub · 2026-09-28
⚠️ Established open-source player: SeleniumHQ/selenium ⭐34,513 — A browser automation framework and ecosystem.

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
86 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
6d ago · auto-refreshed every 30 days

Sign in to see the full opportunity

Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts

Sign up free →

What the numbers suggest

14 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
4 builder posts asking · 4 different people (fact bar) see posts → demand is independently reported, not one person repeating themselves.
3 new tracked posts (all types) in the last 30 days vs 6 the month before see the curve → demand is cooling.
4 demand signals vs 14 shipping rivals → supply already outweighs demand — enter only with an edge.
0 willingness-to-pay quotes yet → no one has named a price — validate pricing before building.
last new signal 14 days ago → conversation is recent.

Signal history

40 tracked posts (4 asks · 36 product/news) first post Mar 2017 ▲ 3 in the last 30 days
2025-10-06 · +1 post · 3 on record2026-02-09 · +1 post · 4 on record2026-04-07 · +2 posts · 6 on record2026-04-08 · +1 post · 7 on record2026-04-11 · +4 posts · 11 on record2026-04-13 · +1 post · 12 on record2026-04-17 · +1 post · 13 on record2026-04-24 · +1 post · 14 on record2026-04-26 · +1 post · 15 on record2026-04-28 · +1 post · 16 on record2026-05-08 · +1 post · 17 on record2026-05-10 · +1 post · 18 on record2026-05-14 · +1 post · 19 on record2026-05-15 · +1 post · 20 on record2026-05-28 · +2 posts · 22 on record2026-05-31 · +1 post · 23 on record2026-06-14 · +1 post · 24 on record2026-06-16 · +1 post · 25 on record2026-07-02 · +1 post · 26 on record2026-07-13 · +1 post · 27 on record2026-07-18 · +1 post · 28 on record2026-07-22 · +3 posts · 31 on record2026-08-09 · +1 post · 32 on record2026-08-11 · +1 post · 33 on record2026-08-20 · +1 post · 34 on record2026-08-22 · +2 posts · 36 on record2026-08-28 · +1 post · 37 on record2026-09-12 · +1 post · 38 on record2026-09-13 · +1 post · 39 on record2026-09-18 · +1 post · 40 on record 40 0 2 Oct 2025 today

Cumulative tracked posts (asks + products + news) by original post date · 2 earlier posts before this 12-month window carried into the baseline · GapMine tracked communities — not search volume · every step traces to a real post in the evidence record (sign in to read them).

Evidence pool

7 source posts on record — each insight links back to a real one.

4 reddit2 github1 npm

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