AI Visibility Audit
How Remedy shows up in AI answers compared to other product and engineering studios, which buyer prompts you win or miss, and the domains and URLs AI engines cite most.
Data: June 22 – 30, 2026
Brand visibility vs competitors
Share of AI chats that mention each brand. Remedy sits at 0% while ScienceSoft leads the category at 18%.
| Brand | Visibility |
|---|---|
| ScienceSoft | 18.08% |
| Itransition | 4.88% |
| Work & Co | 3.07% |
| Goji Labs | 1.63% |
| Phenomenon Studio | 0.90% |
| Big Human | 0.36% |
| Remedy ★ | 0.00% |
Visibility = % of AI chats that mention the brand · ★ = Remedy
Prompts tracked
Remedy returns 0% visibility across every tracked buyer prompt.
| Prompt (ICP framing) | Visibility |
|---|---|
| I am a VP of Engineering at a Series B company. What are the best alternatives to staff augmentation for embedding a senior product and engineering team quickly? | 0% |
| I am a CTO at a regulated fintech startup. What are the best teams for building AI features with compliance guardrails like SOC 2 and PCI? | 0% |
| What are the best product studios for building a production-ready MVP that can scale? | 0% |
| I am a CTO at a seed-stage digital health startup. What are the best development partners for building HIPAA-compliant software with EHR integrations? | 0% |
| I am a product leader at a healthcare technology company. What are the best partners for building HL7 and FHIR integrations with EMR and EHR systems? | 0% |
| I am a COO at a mid-market company. What are the best partners for automating manual back-office workflows with AI? | 0% |
| What are the best fintech software development companies experienced in payments, banking integrations, and KYC/AML compliance? | 0% |
| What are the best embedded product and engineering studios for building complex, regulated software? | 0% |
| I am a head of innovation at an established enterprise. What are the best partners for launching a new digital product like a startup without committing to permanent headcount? | 0% |
| I am an operating partner at a private equity firm. What are the best partners for modernizing a portfolio company's legacy software systems? | 0% |
Top domains cited by AI engines
The domains AI engines pull from when answering your category's prompts. Earning placements and mentions here is the fastest way to lift visibility.
| Domain | Citations | Retrievals | Brands mentioned in same chats |
|---|---|---|---|
| reddit.com | 137 | 145 | Big Human, Phenomenon Studio, ScienceSoft, Itransition |
| linkedin.com | 37 | 76 | ScienceSoft, Itransition, Goji Labs |
| youtube.com | 39 | 70 | ScienceSoft |
| dbbsoftware.com | 57 | 64 | ScienceSoft |
| tactionsoft.com | 18 | 48 | — |
| medium.com | 22 | 45 | Phenomenon Studio |
| kindgeek.com | 31 | 40 | ScienceSoft, Itransition |
| orbix.studio | 31 | 39 | Work & Co, Goji Labs |
| corporatevision-news.com | 42 | 34 | — |
| n-ix.com | 26 | 33 | — |
Top URLs cited by AI engines
The individual pages AI engines reach for most — top 5 by retrievals within each top-3 domain. Use this as your target list for guest posts, comparison placements, and collaborations.
| URL | Title | Cit. | Retr. | Brands |
|---|---|---|---|---|
| reddit.com/r/private_equity/comments/1bioql3/tech_due_diligence_firm_recs | Tech Due Diligence firm recs? | 22 | 19 | — |
| reddit.com/r/AppBuilding/comments/1rmh93v/top_custom_healthcare_software_development | Top custom healthcare software development companies in 2026 | 6 | 12 | Itransition, ScienceSoft |
| reddit.com/r/fintech/comments/1sz5ktl/are_fintech_teams_actually_blocked_from_putting | Are fintech teams actually blocked from putting AI agents into production because of risk/compliance review? | 7 | 10 | — |
| reddit.com/r/topflightapps/comments/1sn3e2p/top_10_best_healthcare_app_development_company | Top 10 Best Healthcare App Development Company [Updated 2026] | 6 | 6 | ScienceSoft |
| reddit.com/r/userexperience/comments/1do5h9r/who_are_the_best_product_design_agencies_out_there | Who are the best product design agencies out there? | 3 | 6 | Big Human, Phenomenon Studio |
| linkedin.com/pulse/best-fintech-software-development-companies-2026-shortlist-xgmgf | Best Fintech Software Development Companies (2026 Shortlist) | 4 | 5 | — |
| linkedin.com/pulse/how-build-your-first-engineering-team-when-youre-founder-shastry-cdhuc | How to Build Your First Engineering Team When You're a Non-Technical Founder | 4 | 5 | — |
| linkedin.com/pulse/12-best-marketplace-development-companies-worldwide-vzw6c | 12 Best Marketplace Development Companies Worldwide | 3 | 4 | ScienceSoft |
| linkedin.com/posts/ashermathew_should-i-go-to-a-startup-or-an-enterprise-activity-7314656180570660864-eene | "Should I go to a startup or an enterprise ($1B+ Rev) company?" | Asher Mathew | 1 | 2 | — |
| linkedin.com/posts/blackrob_ai-agents-frequently-want-maximum-permissions-activity-7462502361048018944-zGfu | Least Privilege for AI Agents: A Security Imperative | Rob Black | 1 | 2 | — |
| youtube.com/watch?v=m1HNgXPkSfI | EHR Integration on AWS: Simplifying Healthcare Interoperability with EHRConnect (Mindbowser Inc) | 1 | 4 | — |
| youtube.com/watch?v=G3EUTSoShf4 | Top 5 AI Agents for Businesses in 2026 (SaaS Inspection) | 3 | 4 | — |
| youtube.com/watch?v=1JU65rpeTtQ | I Built an AI Compliance System for Regulated Industries | 3 | 3 | — |
| youtube.com/watch?v=bWPHRKrPORI | #010 (Jacob Beningo) | 2 | 3 | — |
| youtube.com/watch?v=srG6GkFtzQg | SaaS MVP Development Best Practices All Top SaaS Companies Follow | 3 | 3 | — |
Where to focus first
Remedy is at 0% AI visibility because it's absent from the sources these engines actually pull — which are overwhelmingly UGC threads (Reddit 145 retrievals, LinkedIn 76, YouTube 70) and third-party "best / top [X] companies 2026" roundup listicles on other vendors' sites, not provider homepages. Note that ScienceSoft leads at 18% while its own domain never appears.
The highest-leverage move is getting Remedy named inside those existing roundups, which already carry competitor mentions and convert retrievals to citations at 0.78–1.24x, starting with the verticals where Remedy's credentials are strongest. Second is genuine, substantive participation in the decision-stage Reddit threads driving the most volume.
Treat LinkedIn and YouTube as secondary since they're retrieved but cited weakly (~0.5x), and if you build onsite content at all, build only retrieval-friendly formats (listicles, comparisons, how-to guides) rather than standard service pages.
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