Competitive Intelligence

artifacts/competitive-research/dashboard/archive/2026-06-26-weekly.md

Weekly competitive synthesis - 2026-06-20 to 2026-06-26

What changed

The ledger captured 27 public signals. AI visibility is the dominant movement with 2 signals, followed by SEO/content movement (10) and pricing/packaging (0). The strongest source-backed signal is from Constructor: Constructor baseline captured case_study.

Strategic pattern

The pattern is named AI search packaging. Competitors are not just describing features; they are giving AI search and retrieval a marketable wrapper across MCP, agent, commerce reasoning, personalization, and product-discovery narratives. Treat this as a Product Marketing-led positioning problem first, then escalate to Product only where internal validation shows a real capability delta.

Recommended actions by owner

Sales Enablement: Act on Customer Proof by validating whether Constructor baseline captured case_study changes positioning, battlecards, roadmap questions, or partner enablement. Evidence summary: Constructor public case_study source was captured as a baseline for future diffs..
Product Marketing: Act on AI Visibility by validating whether Google Vertex AI Search baseline captured blog changes positioning, battlecards, roadmap questions, or partner enablement. Evidence summary: Google Vertex AI Search public blog source was captured as a baseline for future diffs..
Product: Act on Product Release by validating whether Coveo baseline captured press changes positioning, battlecards, roadmap questions, or partner enablement. Evidence summary: Coveo public press source was captured as a baseline for future diffs..
Competitive Intelligence: Act on Customer Community Voice by validating whether Community baseline captured forum changes positioning, battlecards, roadmap questions, or partner enablement. Evidence summary: Community public forum source was captured as a baseline for future diffs..

Battlecard updates

Constructor: Constructor baseline captured case_study - Constructor public case_study source was captured as a baseline for future diffs.
Bloomreach: Bloomreach baseline captured case_study - Bloomreach public case_study source was captured as a baseline for future diffs.
Google Vertex AI Search: Google Vertex AI Search baseline captured blog - Google Vertex AI Search public blog source was captured as a baseline for future diffs.
Coveo: Coveo baseline captured press - Coveo public press source was captured as a baseline for future diffs.

Coverage gaps

This v1 run uses public sources only. It does not include Gong, Salesforce, Slack, G2 paid exports, Semrush API, or internal win/loss data.