Opportunity ledger / Dossier O-2761

SignalNEWOPPORTUNITY DOSSIER · O-2761

Show real-time automatio

First seen 2026-08-12 · Last updated 2026-08-13 · Recalculated daily

4.6
Evidence confidence, not a return forecast
2
Independent source items, deduplicated by post
1
Public source families
0
Payment evidence: current spend or explicit intent
Problem
People affected
Named alternativesNo existing alternative is named in the qualifying evidence yet.
Weekly mentions · 12 weeksNEW
05-2506-2207-2008-10

Trend factor ×1.0, capped at 2.0.

Representative evidence

2 public excerpts · 2 items in the full chain
Need★★★☆☆Product gap

Post title: [Feature]: Show real-time automation run phases in the dashboard

### Problem or Motivation Users need to understand what an automation is doing while it is running, not only after it finishes. A generic running state is not enough for longer or multi-step automatio…

GitHub Issues2026-08-12View source ↗
Need★★★☆☆Product gap

Post title: [Feature]: Show automation value statements and impact counters

### Problem or Motivation Users need confidence that automations are providing durable value after setup. A status like “completed” or “failed” explains execution outcome, but it does not communicate …

GitHub Issues2026-08-12View source ↗

What this evidence does not show yet

To reach Corroborated we still need:

  • 1 more independent post(s) — we have 2
  • the same need restated in another source family, or by 3 different authors

No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.

Follow how this opportunity evolves

Every item traceable · free · we email you only when this market actually changes

Scoring summary

Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.

“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.