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Base2026

Verified owner

Searchable, attributed evidence records from public expert videos.

From
Free
Open source
Yes
API
Yes
Best for
SEO and AI-search researchers who need traceable evidence instead of unsupported summaries.

What we checked

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What is Base2026?

Base2026 is a public research platform for SEO and AI-search researchers that turns expert videos into searchable, attributed evidence records. It shows source-linked evidence, reviewed context, clear boundaries, Cloudflare-backed D1 search, and a read-only API plus MCP server. The public layer surfaces 2,275 indexed documents and 1,649 distinct sources, while the MCP endpoint is free, no-key, and limited to six bounded tools.

What it actually does

Base2026 ingests public TikTok videos from a curated list of SEO/GEO/AEO practitioners, has them transcribed and reviewed, then publishes short attributed excerpts (never full transcripts) tied to a stable source page and the original TikTok link. A free search workspace, a 'Source Diversity Check' (separates record count from creator count from distinct-URL count so repetition of one video isn't mistaken for consensus), and a 'Source-backed Brief' builder sit on top of the same corpus. The vendor is explicit that a matching record is not proof a tactic works — the FAQ and methodology pages spell out what a search match does and doesn't establish, which is unusual candor for a free tool page.

Corpus size and concentration

The live public-stats endpoint reported 2,313 indexed documents and 1,675 distinct source videos as of 8 September 2026 [1]; the last static export manifest (dated 29 July 2026) recorded 1,525 documents from 18 creators [2]. The creator index shows heavy concentration: @tjrobertson52 (357 records), @build_in_public (411) and @joshuamaraney (248) together account for roughly 60% of all source records, while five creators contribute three records or fewer [3]. Coverage is TikTok-only — the manifest's own scope field says 'public TikTok-only export,' despite marketing copy referring more broadly to 'expert video.'

Free tier and pricing

Everything public — search, the two check tools, the API, the MCP endpoint, the WordPress plugin beta and the JSONL dataset exports — is free with no account or key required (confirmed by testing the search endpoint and MCP manifest call directly). The vendor states there is no shipped paid plan; a possible pilot for recurring agency research is listed on the roadmap as unproven and exploratory, not a product ([10], base2026.dev/roadmap).

Developer access: API, MCP, dataset

The search API (POST /api/search/multi-search) and MCP endpoint (POST /api/mcp) both work without a key — verified live against both. MCP exposes six bounded read-only tools (search_sources, get_source, get_creator, get_topic, get_topic_signal, get_public_manifest) rate-limited at 60 requests/minute per edge identity [5]. Four JSONL exports (documents, passages, insight cards, topic-signal briefs) are downloadable for offline analysis, with a dated manifest so a cited count can be pinned to a specific export rather than a moving live number.

Open source, company size, and age

The code is Apache-2.0 on GitHub (github.com/offflinerpsy/base2026), pushed as recently as 6 September 2026, with 0 stars, 0 forks and 3 open issues as of this check — an active but essentially unadopted repo [6]. It's a solo-founder project (Alex Yarosh, an SEO practitioner running client sites like Dreamwood and Aster Films on the side; [8]) with no stated funding. The base2026.dev domain was registered 19 August 2026, so the product is under a month old at time of writing (RDAP: [7]). The WordPress 'Evidence Sidebar' plugin (v0.1.1) is a manual-ZIP beta, not listed in the official WordPress.org plugin directory (confirmed via wordpress.org search, zero results) — so anyone using it has no automatic-update path and is trusting a direct download.

Data handling and creator rights

Base2026 never publishes full transcripts or raw captions/ASR — only bounded excerpts with attribution, source-text status, and a working correction/removal path for creators (email-based, documented at base2026.dev/opt-out and [12]). The privacy notice is unusually specific about what its own first-party measurement does and does not collect (no cookies for anonymous use, no raw URLs or queries stored, no IP/user-agent retained with form submissions; [11]). No independent security certification (SOC 2, etc.) is claimed or found; the closest thing to a security page is a GitHub SECURITY.md listing verification commands and access controls, not a compliance program [13].

Plans and pricing

Price and terms

Free plan
YesYes

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Works with

Frequently asked questions

What is Base2026?
Base2026 is a public research platform for SEO and AI-search researchers that turns expert videos into searchable, attributed evidence records. It shows source-linked evidence, reviewed context, clear boundaries, Cloudflare-backed D1 search, and a read-only API plus MCP server. The public layer surfaces 2,275 indexed documents and 1,649 distinct sources, while the MCP endpoint is free, no-key, and limited to six bounded tools.
What is Base2026 used for? Who is it for?
Base2026 is used for Source-linked evidence, Reviewed context, and Clear boundaries. It's built for SEO and GEO specialists, Researchers, and Developers and AI agents that need read-only evidence access through API or MCP.
Does Base2026 have an API and what does it integrate with?
The site offers a read-only API and AI access for finding context and returning to source. It integrates with Cloudflare, Codex, Claude Code, Cloudflare D1, GitHub.
Is Base2026 open source or self-hostable?
Yes, Base2026 is open source.

Screenshots

  • Docs of Base2026
    Docs, base2026.dev, captured

Sources

Based on Base2026's own pages, not a hands-on trial. Checked against base2026.dev on .

  1. base2026.dev/api/stats
  2. base2026.dev/static/manifest.json
  3. base2026.dev/creators
  4. base2026.dev/api/search/multi-search
  5. base2026.dev/api
  6. api.github.com/repos/offflinerpsy/base2026
  7. rdap.org/domain/base2026.dev
  8. base2026.dev/founder
  9. wordpress.org/plugins/search/base2026-evidence-sidebar
  10. base2026.dev/investors
  11. base2026.dev/privacy
  12. base2026.dev/source-policy
  13. github.com/offflinerpsy/base2026/blob/main/SECURITY.md

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