Needs a pivot/i/vision-scrape-cli
Skeptral
/i/vision-scrape-cli
This idea scored
56/100
PIVOT
DEMANDMOATTIMING

VisionScrape CLI

Kill shot

Local vision inference is seconds-per-page versus milliseconds for DOM scraping — 100x slower, melts laptops, and hallucinates on cookie banners — so on any real job (10k+ pages) an engineer just fixes the CSS selector. Firecrawl already does LLM-based extraction in the cloud, faster. The brief's own Challenges section concedes the throughput is fatal. Running a 3B+ parameter local vision model per webpage takes seconds compared to milliseconds for DOM scraping, destroying the baseline throughput required by data engineers.

No vibes. No flattery.
The idea

VisionScrape CLI

The verdict

PIVOT · 56/100. Real demand, but the shape needs to change.

The kill-shot

Local vision inference is seconds-per-page versus milliseconds for DOM scraping — 100x slower, melts laptops, and hallucinates on cookie banners — so on any real job (10k+ pages) an engineer just fixes the CSS selector. Firecrawl already does LLM-based extraction in the cloud, faster. The brief's own Challenges section concedes the throughput is fatal. Running a 3B+ parameter local vision model per webpage takes seconds compared to milliseconds for DOM scraping, destroying the baseline throughput required by data engineers.

What would change the verdict

Twenty data engineers pre-order at $49 after watching a real-time benchmark on a 1,000-page directory scrape — not a single cherry-picked 'UI changed' clip — proving they'll trade 100x throughput for selector resilience, which the founder's own analysis says they won't. A highly valuable niche exists where target sites actively obfuscate their DOM to block traditional bots, and users only need to scrape a very low volume of pages per day.

From the dossier · The problem

Puppeteer is the undisputed king of web automation (puppeteer-core has 75M+ monthly npm downloads), but DOM-based scraping scripts are notoriously brittle and break on minor UI updates. Developers waste countless hours maintaining fragile CSS selectors every time a target site deploys a new frontend.

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PIVOT at 56/100 on Skeptral. The kill-shot: “Local vision inference is seconds-per-page versus milliseconds for DOM scraping — 100x slower, melts laptops, and hallucinates on cookie banners — so on any…”

Inside the full dossier

The verdict above is the opening page. Behind it, this idea's dossier works through 10 more sections:

  • Solution
  • Target Customer
  • Why Now
  • Revenue Model
  • Competitive Landscape
  • Validation Plan
  • Trend Direction
  • Pricing Landscape
  • Challenges
  • Refined Scope

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