ProductQuant Pipeline DFY
Case Study

Twenty LinkedIn articles, live and title-matched

We write the LinkedIn content for a social media security company: venture-backed, protecting household-name brands, sold as a managed subscription. Twenty of our pieces are live on the company’s LinkedIn page, titles matching what we delivered.

Measured externally: Ahrefs via third-party gateway + public LinkedIn verification. No client analytics.

The result

The result: the company’s own LinkedIn became a publishing channel

We write the LinkedIn content for a social media security company: venture-backed, protecting household-name brands, sold as a managed subscription. Twenty of our pieces are live on the company’s LinkedIn page, titles matching what we delivered.

Site signalMay 2026Sep 2026Change
Domain Rating (DR)6062+2
Referring domains7281161+433
Ranked keywords, top-10 (Ahrefs sample)904651-253
Indexed pages (Ahrefs)13283-49

What these numbers mean: Domain Rating (DR) is Ahrefs’ third-party score of a website’s authority on a 0-100 scale. Ahrefs is an independent SEO data provider, not Google and not the client. All figures below are its estimates. DR rose (+2) despite a large share of low-quality link networks among the +433 referring domains. Ranked-keyword and indexed-page counts fell substantially; no keyword-growth claim is made. These are site-level signals, and our work is LinkedIn-native, so it does not move the company’s search rankings directly.

What we did

LinkedIn articles and posts, verified live

What we did not claim

The client

Anonymized, by industry and stage

The story is the shape of the deal, not the brand.

AttributeProfile
IndustrySocial media security: account-takeover protection, impersonator removal, and phishing/bot defense for marketing and social teams
StageSeed ($7M, January 2025). Round covered by SecurityWeek, VentureBeat, and Crunchbase
BackersLead investor is a specialist AI fund; round also includes an existing seed-stage venture firm, the corporate venture arm of a major website-builder platform, and two specialist funds. Sources: SecurityWeek, VentureBeat, Crunchbase
TeamAbout 24 employees (Tracxn record, March 2026). Co-founded by three operators with product, engineering, and security backgrounds (names redacted). HQ: Hoboken, New Jersey (Crunchbase)
StatusPrivate; the /about page self-publishes named testimonials from a Sharp Global social-media manager, a FingerMonkeys CEO, a Powtoon VP, a Dominion Diagnostics director, and a named founder/influencer. Self-reports G2 rating of 4.7/5
ProofA full public customer-logo roster is not published. The “Trusted by the world’s leading marketing teams” framing is the company’s own self-description on /about

What the pricing tells you about the deal

AI visibility

The visibility signal for a LinkedIn-native engagement

SignalCount
Google AI Overview citations46 (across 16 pages)
Assistant-engine citations (ChatGPT, Copilot, Gemini, AI Mode, Perplexity)18
Direct buyer-question probeClient domain not yet cited in AI answer text (honest baseline)

Domain-level AI citations reflecting the site and its published content estate. We re-run the same measurement monthly and compare. Source: Ahrefs, 21 September 2026.

How this was measured

The honest version

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