Cited for the compliance questions buyers ask

The problem

Corvid’s own product pages were accurate. The company could explain its SOC 2 compliance software, show the workflow and answer detailed questions in a demo. The difficulty appeared earlier in the buying process, when a prospect asked an AI engine which tools to consider.

Two larger competitors dominated those answers. Corvid appeared in just 6 of the 60 prompts we tracked, while the same small group of buyer guides and community discussions kept appearing as supporting sources.

The gap was between having a clear product story and being represented in the material used to build a shortlist. Writing more on Corvid’s own site would address only part of that gap.

Perplexity

· February · “Best SOC 2 compliance software for startups”

“The most commonly recommended tools are Vantara and Checkwise, which automate evidence collection and offer auditor networks…”

Corvid not cited

Mapping the sources behind the answers

We started with the questions themselves: category recommendations, comparisons and the practical requirements a startup might raise before choosing a compliance tool. We recorded which sources appeared alongside those answers and where Corvid was absent or described incompletely.

The resulting map covered the 40 sources Perplexity and Google AI Overviews cited most often for the SOC 2 questions in this engagement. It became a prioritized work list, rather than a general list of publications that happened to write about security.

What we did

Weeks 1–3. We reviewed the source map with the Corvid team. For each relevant page, we checked the question it answered, the products it included and the evidence needed to support a fair addition or correction. Some sources were relevant to broad discovery; others mattered for a narrow comparison.

Months 2–4. We earned updates or new mentions in 17 sources, including buyer guides, two analyst roundups and practitioner threads. The work focused on making a useful contribution to the existing piece. A mention without enough product context would have been less useful than a clear explanation of where Corvid fit.

We also kept the internal reference material consistent. When a publisher asked about a feature or a comparison, the response pointed to information the product team could stand behind, rather than a new claim invented for the pitch.

Months 4–6. We published three plain comparison pages and a public checklist that auditors could link to. The checklist gave other writers a practical resource to use independently of a product recommendation. The comparison pages made the differences easier to inspect and cite.

The weekly report kept source work and answer changes side by side. A published placement stayed visible in the record even if the related prompt had not moved yet.

What moved

Corvid went from being cited in 6 of 60 tracked prompts to 41 of 60 over six months. Most of the gain appeared around the buyer-guide work. The comparison pages were more useful in the Google AI Overviews answers we tracked than in Perplexity.

This was a result for a defined category and prompt set. It does not mean Corvid became the right recommendation for every compliance question, or that every new mention produced a visit. We continued to distinguish citations, accurate descriptions and recommendations.

What we’d do differently

We would publish the checklist first. It became the page other writers linked to most, and it gave outreach conversations a useful starting point beyond a request to include the product.

For a company in a similar position, the source map is the important first deliverable. Before pursuing more coverage, understand which existing pages are shaping the answers your buyers receive and what useful evidence you can contribute to them.