Is QFLOO replacing a competitive analyst?

No. It speeds up capture and structure. Your team still decides strategy. We make the shared facts cheaper to produce.

Where do citations come from?

Every claim links to a source with a timestamp. If we can't cite it, we mark it unknown — never assumed.

Do you monitor everything on the internet?

No. We focus on the competitors you choose and track the signals that matter for your category.

How is QFLOO different from Klue, Crayon, or Kompyte?

Those are sales enablement tools priced for 50+ person orgs. QFLOO is AI-native, self-serve, and priced for the teams actually deciding the roadmap. Same intelligence, 10× cheaper, no human review loops.

Can I plug QFLOO into my own AI agents?

Yes. We ship an MCP server (works with Claude Desktop, Cursor, and any MCP client), a REST API, and Slack/email integrations. Your AI agents can query the canonical company graph directly.

What does enterprise include?

SSO, security review paths, custom signal collectors, dedicated CSM, and optional AI agents scoped in a statement of work. Never open-ended autopilot on production systems.

When do I get access?

You can start a free trial right now. Sign up, complete onboarding, and your competitive intelligence workspace is ready in minutes.

Features

Every capability, mapped.

QFLOO ships a complete competitive intelligence platform out of the box — 80+ signal types, three AI analysis phases, MCP for your agents, Slack for your team, and a REST API for everything else.

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Signal stack

12 families · 80+ signal types tracked continuously

11Pricing· Plans, prices, billing cadence, feature limits

6Changelogs· RSS feeds, release notes, version history

5Status· Statuspage, Instatus, incidents, SLA

9Hiring· Open roles, headcount, departments hiring

12Tech stack· Frameworks, analytics, billing, CDN

7Integrations· Partner pages, marketplace listings

6Customers· Logo walls, case studies, ICP signals

8Reviews· G2, Capterra, Trustpilot, app stores

7News & funding· Press, M&A, layoffs, funding rounds

6Social & content· Blog velocity, social presence, podcast hits

8Security· SSL, headers, DMARC, security.txt, SOC 2

5SEC + filings· 10-K, 10-Q, S-1, proxy statements

11Pricing· Plans, prices, billing cadence, feature limits

6Changelogs· RSS feeds, release notes, version history

5Status· Statuspage, Instatus, incidents, SLA

9Hiring· Open roles, headcount, departments hiring

12Tech stack· Frameworks, analytics, billing, CDN

7Integrations· Partner pages, marketplace listings

6Customers· Logo walls, case studies, ICP signals

8Reviews· G2, Capterra, Trustpilot, app stores

7News & funding· Press, M&A, layoffs, funding rounds

6Social & content· Blog velocity, social presence, podcast hits

8Security· SSL, headers, DMARC, security.txt, SOC 2

5SEC + filings· 10-K, 10-Q, S-1, proxy statements

Capabilities

What you get on day one.

Not roadmap promises — features in the product right now.

80+ signal types across 12 families

Pricing, changelogs, status incidents, hiring, tech stack, integrations, reviews, social, SEC filings — every signal that moves a category.

Ask QFLOO — chat over your intel

Semantic search across every competitor page we've scraped. Cited answers in under 3 seconds.

MCP server for Claude, Cursor & co.

Pip install and your AI agents can query the canonical company graph. No glue code, no scraping inside your laptop.

Slack: alerts + slash command + @mentions

Competitor change lands in #competitors. /qfloo to ask anything. @qfloo for an instant battlecard.

Real-time alerts that mean something

Per-change-type filters: pricing drop, new tier, leadership hire, layoff, status incident, M&A. No noise.

Auto-generated battlecards

Win angles, talk tracks, weakness map per competitor — refreshed on every change.

PDF, CSV, JSON exports + REST API

Every report exports. Every signal exports. Drop intel into Notion, Linear, or your warehouse.

Three-phase AI analysis

Phase 0 snapshot (30s) → Phase 1 deep audit → Phase 2 gap matrix → Phase 3 strategic recommendations.

The signal stack

12 families. 80+ signal types. All tracked continuously.

Every signal in QFLOO is a separate collector with its own refresh cadence. We don't bundle them. You always know where a fact came from and when we last saw it.

Pricing

11 types

Plans, prices, billing cadence, feature limits

Changelogs

6 types

RSS feeds, release notes, version history

Status

5 types

Statuspage, Instatus, incidents, SLA

Hiring

9 types

Open roles, headcount, departments hiring

Tech stack

12 types

Frameworks, analytics, billing, CDN

Integrations

7 types

Partner pages, marketplace listings

Customers

6 types

Logo walls, case studies, ICP signals

Reviews

8 types

G2, Capterra, Trustpilot, app stores

News & funding

7 types

Press, M&A, layoffs, funding rounds

Social & content

6 types

Blog velocity, social presence, podcast hits

Security

8 types

SSL, headers, DMARC, security.txt, SOC 2

SEC + filings

5 types

10-K, 10-Q, S-1, proxy statements

Integrations

The intel flows where the work happens.

No new tab to babysit. Hook QFLOO into the stack your team already lives in.

Slack

Alerts, slash command, @qfloo mentions

MCP server

Claude Desktop, Cursor, any MCP client

REST API

Pull every signal into your warehouse

Email digest

Daily, weekly, on-change — your choice

PDF / CSV exports

Drop into Notion, Linear, Google Drive

Webhooks (coming Q3)

Trigger Zapier, Make, n8n on any change

Ready when you are

See what changed. Know what to ship next.

Competitors move every week. QFLOO keeps a cited picture of the landscape next to your roadmap—so product and GTM stop recycling half-remembered stories.

Every insight tied to a public URL you can audit
Gaps ranked so roadmap reviews end with owners
Workspace live in minutes — 7-day trial, no card

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7-day free trial · No credit card · Cancel anytime

Typical teams: first cited comparison in under an hour after onboarding.

FAQ

Frequently asked questions

Straight answers about how QFLOO works.