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Vera is a Linear agent that pressure-tests your tickets against Reddit, X, and competitor changelogs — and posts a verdict with real evidence in about 90 seconds. Mention it. That's the whole workflow.

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Linear — dam-demo

DAM-42 · Bulk tagging for assets

MK
Todo·Priority: High·Q3 candidates

Marketing keeps asking for a way to tag hundreds of assets at once. Proposal: multi-select in the library view + “apply tags” bulk action. Do our users actually need this, or is it one loud customer?

MK
Maya K.2 min ago

@Vera validate this before we commit it to the sprint

V
VeraAgentresearched for 87sBUILDdemand 8/10

Demand evidence

  • “Tagging 400 assets one by one is the reason we're shopping for a new DAM. Bulk actions or we walk.”

    reddit · r/DigitalAssetMgmt · ▲ 212 · 47 comments

  • “every DAM demo: 'yes we have tags!' cool, can I apply them to 2,000 files at once? …silence”

    x.com · 1.4k views · 38 reposts

Competitor coverage

  • AirShippedchangelog · Mar 2026
  • BynderNot foundno roadmap mention

Recommendation: Strong, repeated demand across both communities, and Air shipped it in March — the market has validated this for you. Build it, and lead with speed on large libraries.

Every verdict is built from
Linear@mentionRedditfull threadsXlive searchChangelogsscrapedClaudesynthesis
Fresh on every run

reddit · r/DigitalAssetMgmt

“Bulk actions or we walk. Tagging 400 assets one by one is insane.”

▲ 212 · 47 comments

DAM-42 · comment

@Vera validate this before we commit it to the sprint

ack in <1s

monitor

bynder.com/roadmap

No change in 14 days

3 issues watching

DAM-73 · comment

@Vera is anyone actually asking for SSO on the free tier?

ack in <1s

DAM-42 · Bulk tagging

BUILD

demand 8/10

x.com

“cool, can I apply tags to 2,000 files at once? …silence”

1.4k views · 38 reposts

reddit · r/ProductManagement

“We shipped it. Nobody used it. Nobody had ever asked for it.”

▲ 89 · 31 comments

x.com

“every DAM demo: 'yes we have tags!' — no one has bulk apply”

812 views · 12 reposts

monitor

air.inc/changelog

Shipped: bulk exports

matched DAM-51

DAM-67 · AI mood boards

SKIP

demand 2/10

DAM-58 · Version diffs

INVESTIGATE

demand 5/10

monitor

brandfolder.com/changelog

Shipped: duplicate detection

matched DAM-33

Every ticket, checked against the real world

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How it works

One mention. Four moves.

The whole pipeline runs where your team already lives — the only interface is a Linear comment thread. Watch a full run, end to end.

Vera — demo0:32
Veraon DAM-67 · AI mood boardsSKIPdemand 2/10

Zero organic mentions across Reddit and X in the last 12 months. No competitor lists it on a changelog or roadmap. The demand is internal, not market. Recommend skipping — this was six scoped weeks.

researched for 84s · 0 quotes found · 4 changelogs checked

Monitor firedair.inc/changelogmatched DAM-51

Air shipped bulk exports this morning — the exact feature this issue proposes. They’ve validated it for you. Consider moving it up.

change detected → issue matched → commented in 2 min

The challenge

Every ticket is a bet, and most teams place it blind

Validation never happens
Checking demand means hours trawling Reddit, X, and competitor changelogs — so nobody does it, and tickets ship on gut feel.
The market moves without you
Competitors ship the features your backlog is still debating, and you find out from a customer instead of a changelog.

An agent that reads, scores, and watches for you

Vera turns hours of manual validation into a single @mention — deep research, a scored verdict, and standing competitor monitors, all inside Linear.

Evidence, not vibes

Vera reads full Reddit threads, comment trees, and live X search — then quotes the exact people asking for your feature, with links you can click.

Research · Reddit + X

A verdict you can act on

Build, Investigate, or Skip — with a 0–10 demand score and a one-paragraph rationale. Weak tickets die before sprint planning, not after launch.

Scoring · 0–10 demand

Monitors that never sleep

Vera leaves standing monitors on competitor changelogs. When something ships that matches an open issue, it comments: they've validated it for you.

Monitors · every 10 min

Validation that used to take hours

Manual research meant nobody did it. Vera makes the honest check the cheapest, fastest step in the workflow — so every ticket gets one before it costs you a sprint.

90s

From @mention to a scored verdict

median run
<1¢

API spend per validation

all sources
10min

Competitor pages re-checked, around the clock

standing monitors

Frequently asked questions

Everything you need to know about putting Vera to work on your backlog. Something missing? Ask away.

Get in touch

Vera is an AI agent that lives inside Linear. Mention @Vera on any issue and it researches real demand across Reddit, X, and competitor changelogs, then posts a Build / Investigate / Skip verdict with a 0–10 demand score and linked evidence — in about 90 seconds.

Stop shipping features nobody asked for

Put a verdict on every ticket before it costs you a sprint. One @mention, 90 seconds, real evidence.

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