Aira — Roadmap 2026
What we have built, what we are actively validating during Public Beta, and our strategic direction for AI search readiness.
Built & Verified in Production
Proven architectural capabilities and workflows live in the product today.
Technical SEO & Deterministic Audit Engine
Deep URL evaluation covering technical setup, meta tags, indexing rules, accessibility, and structured data with reproducible scoring.
Brand Analysis & Knowledge Presence
Brand mention density, official domain validation, Wikidata / Wikipedia entity reference links, and knowledge graph consistency.
Multi-Page Analysis & Bounded Crawl Core
Bounded asynchronous site crawler with sitemap discovery, depth control, URL inventory, and problem-first page navigation.
Project Workspace
Persistent domain context, market/country targeting, tracking for up to 5 competitors, and centralized audit management.
AI Visibility & Target Prompts
Custom target prompt sets, multi-model AI answer monitoring, mention frequency measurement, and citation provenance evidence.
Action Backlog & Code Generation
Prioritized issue remediation, automatic generation of Schema JSON-LD, robots.txt, and meta tags, plus before/after fix verification.
Progress & Historical Trend Comparison
Persistent audit logs, score trend comparisons (SEO, Brand, Schema), crawl coverage tracking, and actionable next-step guidance.
Bilingual Platform (EN / RU)
Native English and Russian interfaces, localized report payloads, search-compliant routes, and SEO-optimized metadata.
Now — Public Beta Focus
Active areas of polish, heuristic refinement, and user experience enhancement.
Workspace UX & Cognitive Simplification
Refining the 3-pillar project workflow (AI Visibility, Recommendations, Progress), removing cognitive friction, and clarifying next steps.
Heuristic Calibration & Evidence Quality
Improving check accuracy across modern JavaScript frameworks, reducing false positives, and showing the source of each result.
Search Indexing & Multilingual Discoverability
Expanding public knowledge pages, ensuring canonical localized routing, and auditing structured microdata for search engines.
Performance Polish & Community Feedback
Tightening performance budgets, monitoring background job queues, and iterating rapidly based on real-world user audits.
Next — Planned & Exploring
Near-term roadmap capabilities shaped by beta feedback and platform validation.
Automated Audit Schedules & Drift Alerts
Recurring background checks for project domains with automated alerts on score regression or critical directive changes.
Entity-Driven Prompt Discovery
Automated prompt recommendations inferred from crawled page content, category taxonomy, and topical entity clusters.
Internal Page Authority & Link Weight Modeling
Analyzing internal link distribution, orphan page detection, and redirect loop resolution across large inventories.
Developer Handoffs & Action Briefs
Exportable action summaries with code snippets formatted for direct issue assignment and implementation.
Interested in shaping the future of Aira?
We build Aira in the open. Whether you are validating a website, testing workflows, or exploring partnership—let’s connect.
Test Your Website
Run an instant site readiness audit or create a project to test multi-page crawls and custom prompt sets.
Feedback & Partnership
Discovered an interesting audit case or want to discuss agency workflows or integrations? Send us a message.
Support Development
Aira is built independently. Learn about our operating expenses and support our infrastructure.