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John Ryan Cottam | Software Engineer, AI-Native — 18 websites ranked by shared content topics, category and on-page relevance.

Each result shows its full tech stack, contacts and AI-policy — not just a name · Browse all sites in Artificial Intelligence →

DomainMatchTitleCountry/LangCategoryAI filesContactAI-protection
softwareengineeringdaily.com 65* match Home - Software Engineering Daily en Technology and ComputingWordPress robotsllms none
libin.in 65* match Libin V Babu | AI-Native Product Engineer & Co-Founder of Animall India en Artificial Intelligence robots email none
submitaitools.org 60* match Submit AI Tools – AI Tools Directory & AI Software Submission Platform en Artificial Intelligence robots none
smartbear.com 60* match Ship Quality Software at Scale | SmartBear en Artificial Intelligence none
bmc.com 60* match Automation Company for the AI Era – BMC Software en Artificial IntelligenceAdobe Experience Manager robots none
plotly.com 60* match Interactive Data Visualization Tools & Software | Plotly en Technology and ComputingPrismic robots none
openvalue.blog 60* match Blog by OpenValue - Better software, faster. en Artificial Intelligence none
pydantic.dev 60* match Pydantic | The end-to-end AI engineering stack en Artificial Intelligence robotsllms email none
milestoneinternet.com 60* match AI-native Digital Experience Platform | Milestone Inc United States~ en Technology and Computing emailphone none
huntifyai.com 60* match Best AI Tools Directory & Alternatives | HuntifyAI en Artificial Intelligence robots email none
sdtimes.com 60* match SD Times - Software Development News en Artificial IntelligenceWordPressWooCommerce none
dash0.com 60* match OpenTelemetry Native Observability · Dash0 en Technology and ComputingSanity none
gradle.com 60* match Achieve software delivery excellence in the age of AI | Gradle Technologies en Artificial Intelligence robotsllms none
promptingguide.ai 60* match Prompt Engineering Guide | Prompt Engineering Guide en Artificial Intelligence none
codacy.com 60* match Codacy | Code Quality & Security for AI-Assisted Engineering Portugal~ en Artificial IntelligenceWebflow robotsllms none
getunblocked.com 60* match The context engine for modern engineering teams | Unblocked Canada~ en Artificial IntelligenceSanity robots email none
imbue.com 60* match We build honest software - Imbue en Artificial IntelligenceSanity none
contextual.ai 60* match Context engineering platform for production-grade AI | Contextual AI United States~ en Artificial IntelligenceSanity llms none

How the match score works

Each match is a 0–100 similarity score — the higher it is, the more two sites resemble one another. It’s computed automatically from our own crawl data (never from what a site says about itself) by combining several independent signals, so a high score means several of them point the same way:

  • shared topics how many of the same fine‑grained content topics (IAB sub‑categories) both sites cover — the main signal.
  • same category whether they sit in the same business / industry category.
  • content & title how closely their titles and page descriptions line up in wording and meaning.

No single signal decides the result — they’re blended together. Treat the score as a way to rank candidates rather than an absolute percentage; the chips on each result show which signals contributed.