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Competitive briefs for AI-native B2B operators
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Competitive intelligence for AI-native operators.

One company dissected every week. Free. Public. Operator-grade depth.

Read to the dollar, the date, and the URL. Wirefeed is Vinay, one operator reading pricing pages, job posts, changelogs, podcasts, and customer proof, so you get the few competitor moves that actually change your decision this week.

Latest briefs

Free. Public. Read the full analysis.

Wispr Flow built a $20M voice-to-text company on a thesis no one else believed: the input layer is the product.

Wispr Flow is dictation software that doesn't try to understand you. It transcribes perfectly, stays invisible, and treats your voice as a keyboard replacement. The zero-edit rate is the entire moat.

$20M Raised
Seed + Series A
9 Employees
at $20M raised
$79/yr Single tier
no upsell
Read brief

Gamma crossed $100M ARR with 30 people. The rest of the category did not.

Gamma is the existence proof for one of the hardest theses in software: you can beat Microsoft in a 40-year-old category with a 30-person team, if you reframe the problem instead of incrementing it. The 9x gap is the opening line of their playbook.

$100M+ ARR
as of 2025
30 Employees
at $2B valuation
50M+ Users
globally
Read brief
"It's like the idea of the gold rush — selling shovels has greater odds of getting rich, rather than looking for gold."
Anusha Malla  ·  Growth & UX Researcher

What a brief contains

To the dollar, the date, and the URL: or it does not ship.

Pricing

Every tier. Every limit. Every recent change. Concrete to the cent, not "starts at."

e.g. Pro: $129/mo to $149/mo, March 2025. Grandfathered accounts noted.
Job posts

Open roles are a 6-month lead on product decisions. What they're hiring for tells you what they're building.

e.g. 3 ML Infra roles posted Q1. No equivalent the prior 12 months.
Changelog

What shipped, when, and whether it landed. Not the press release: the actual delta.

e.g. v4.2 removed free export. Shipped quietly. No announcement.
Customer proof

G2, Trustpilot, App Store reviews, and public case studies. What buyers say when no one is selling to them.

e.g. G2 avg 4.1 to 3.8 over 6 months. Pattern: onboarding friction.
Podcasts + LinkedIn

Founder voice, market framing, product thesis. How they talk when they're not behind a press kit.

e.g. Founder framed "collaboration" as their moat on Lenny's, Jan 2025.
Filings + sources

Every factual claim carries a source URL and date. Estimates are labeled as estimates. The math is shown.

e.g. All 23 facts in this section carry source URL + date of retrieval.
Every brief commits to five ranked priorities, a decision-critical signal, and a read on the competitor's operating voice. One recommendation you can forward into a board email without rewriting.

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Who writes it

Wirefeed is Vinay. AI agents run the research. He decides what makes the cut. Same person in every brief, every reply, every correction. If the brief is wrong, you know exactly who to blame.

AI accelerates the research. A human decides what matters and what gets cut. The judgment is the product: not the model, not the volume, not the feed.

Questions: briefs@wirefeed.ai

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