Get backlinks.Get cited by AI.Get ranked in Google.
One research page built to be the source everyone reaches for. Writers link to it, ChatGPT, Claude, Gemini and Google AI Overviews cite and recommend it, and Google ranks it. Linkable Research finds the numbers, verifies every one, adds an original dataset and ships the finished page.
- ChatGPT
- Claude
- Gemini
- Google AI Overviews
- Google Search
- Every stat re-verified
- Original dataset included
- Works in Claude.ai and Claude Code
Share of [segment] doing [behaviour] in 2025, according to [national statistics office].
Source: original report, p. 12 · n=4,200 · fetched 2026-10-17 · archive link
$ python lr.py validate LINKABLE RESEARCH QUALITY GATE ok Published sourced stats: 74 (target 72) ok Tier 1-2 share: 86% (min 70%) ok Unique domains: 41; cap 10% ok Traced to origin: 91% (min 80%) ok Derived insights: 9 (min 5) ok Dataset rows: 120 (min 50) RESULT: PASS
Links, AI citations and rankings all come from the same thing: being the best source.
Every part of the page is built to earn one or more of them.
Get backlinks without buying them
Journalists, bloggers and analysts need a number to back their claim. Give them one they can trust and link to in one click.
- An original dataset nobody else has
- Copy-citation and a permanent link on every stat
- Chart embed codes that credit your page
- A “stats that need correcting” section writers love to cite
- Outreach kit with pitch angles and shareable stats
Get cited and recommended by AI
ChatGPT, Claude, Gemini and Google AI Overviews quote pages that answer clearly and prove every claim.
- 40 to 60 word answer opening every section
- Self-contained stats with number, year and source
- Article, Dataset and FAQPage schema
- Verified, traced sources AI systems can check
- Fresh dates and a visible changelog
Get ranked in Google
Built from a scan of what already ranks, then made deeper, fresher and better sourced than the top result.
- Competitor scan sets the bar to beat
- Sections mapped to real questions and long-tail searches
- Trust signals: methodology, sources, author, updates
- Links earned from step 01 lift rankings
- Refresh mode keeps the page current
Most statistics pages never earn links, AI citations or rankings.
Anyone can generate a list of 100 stats. That is exactly why those lists get ignored by editors, skipped by ChatGPT and Gemini, and outranked in Google.
They recycle the same zombie stats
The same figures get copied from one roundup to the next. Many trace back to a dead link, a vendor blog or nothing at all.
They have nothing original
If every number exists elsewhere, there is no reason to link to you. Links go to whoever owns the data.
They go stale and stay stale
No dates, no changelog, no refresh. A writer checking facts moves on to a page that looks maintained.
A finished asset, not a draft.
Each run produces publish-ready files plus the evidence behind every number, so your team can review, edit and ship.
Publish-ready page
Anchored stats, copy-citation buttons, embed codes and JSON-LD built in.
CMS-friendly copy
The same article in Markdown for WordPress, Webflow or any editor.
Stat ledger
Every number with source, origin, quote, tier, dates, sample size and status.
Original dataset
Data Claude compiled from public sources on fixed criteria, with its method.
Charts
One per section plus a hero graphic, each with alt text, source line and data CSV.
Schema
Article, Dataset and FAQPage markup so search and AI engines read the page correctly.
Outreach kit
Three pitch angles, ten short shareable stats and embed snippets for every chart.
Refresh report
On updates: what changed, what died, what’s new, and a ready changelog note.
Every feature earns links, AI citations or rankings.
Tags show which outcome each one drives.
Starts by studying who ranks
Reviews the top stats pages for your topic, counts their stats, checks their freshness and finds the gaps you can own.
One number journalists will quote
Proposes 2 to 3 newsworthy hypotheses, then keeps only the ones the verified data actually supports.
A dataset only you have
Compiles 50 to 200 records from public sources on fixed criteria, then calculates growth rates, medians and shares from it.
Every stat opened twice
Each source is re-fetched to confirm the page is live, the number appears and the year matches. Unverifiable stats never make it in.
Traced to the origin
When a page quotes someone else, the skill follows the trail to the original report and records page numbers and sample sizes.
Honest about disagreement
When sources conflict, it shows the full range, the median and why estimates differ. The check fails if a conflict is hidden.
Debunks the zombie stats
Widely repeated claims that turn out wrong or untraceable get their own section. Writers love linking to the correction.
Copy, cite, embed
Permanent anchors on every stat, one-click citations and chart embed codes that credit your page with a link.
Built for answer engines
Every section opens with a 40 to 60 word answer that stands alone, backed by Article, Dataset and FAQPage schema.
Ten phases, two checkpoints.
You approve the plan before any deep research starts, and an automated check must pass before anything is delivered.
- Phase 0
Intake
Topic, audience, year, geography, your site and the page URL. It only asks for what’s missing.
- Phase 1
Competitor scan
Reviews the top-ranking stats pages and sets a target: about 20% more verified stats than the strongest one.
- Phase 2
Linkability brief
Headline hypotheses, the original dataset plan and 8 to 15 sections, each answering a real question.
- Gate A
You approve the plan
Edit the outline, hooks and dataset idea before research begins.
- Phase 3–4
Research and stat ledger
Primary sources first. Each stat is logged with its quote, source and tier, one section at a time.
- Phase 5
Verification and provenance
A separate pass re-opens every source and traces each number to where it really came from.
- Phase 6
Original data
Compiles the dataset and calculates derived insights in code, so no number is estimated by hand.
- Phase 7–8
Charts and writing
A hero graphic, a chart per section and answer-first copy with every stat attributed inline.
- Gate B
Automated quality check
Sourcing, recency, tracing, diversity, contradictions and structure. It must pass.
- Phase 9
Deliverables
Article, ledger, dataset, charts, schema and outreach kit, packaged and ready to publish.
No pass,
no delivery.
The check is code, not a promise. It reads the ledger and refuses to finish until every rule holds. Thresholds can be tuned per niche, and the skill tells you whenever one is lowered and why.
It never pads. If a niche only has 55 good stats, you get 55 good stats, not 100 weak ones.
URL, quote & fetch date
Tier 1–2 sources
From the last 24 months
Traced to the original
Evidence you can check.
- Stats ≥ target (floor 50)
- 100% have URL, quote, fetch date
- Tier 1–2 sources ≥ 70%
- No domain > 10% of stats
Sources you can trust.
- ≥ 90% from the last 24 months
- ≥ 80% traced to the original source
- Every source conflict shown as a range
A page worth publishing.
- ≥ 5 derived insights, dataset ≥ 50 rows
- Tier-1 lead stat + chart per section
- 40–60 word answer per section
- Stat IDs never change between updates
Who it’s for.
Link-earning assets for clients
Deliver a flagship research page per client that keeps attracting links and AI citations, without monthly link buying.
“[Industry] statistics 2026”Own your category’s numbers
Become the source writers quote when they talk about your market, with a dataset nobody else has.
“State of [category] 2026”Fill the local data gap
Country and city stats pages face far less competition and get picked up by regional press, for example the UAE, Saudi Arabia or India.
“UAE e-commerce statistics 2026”Stories backed by evidence
Start pitches from a verified headline finding, with a range table and ready-made shareable stats.
Outreach kit includedAuthority you can point to
A cited, maintained research page that shows depth in your field and supports your sales conversations.
“[Service] cost benchmarks”Refresh what you already have
Re-verify every number, swap in newer releases and publish with a changelog, keeping every deep link working.
Refresh modeA typical stats roundup vs. Linkable Research.
| Typical stats roundup | Linkable Research | |
|---|---|---|
| Sources | Whatever ranks, often aggregators | Primary first, tiered, tier 4 banned |
| Verification | Copied, rarely opened | Every source re-fetched with a quote captured |
| Origin of each number | Unknown | Traced, with page numbers and sample sizes |
| Original data | None | Compiled dataset plus derived insights |
| Conflicting estimates | Pick one, hide the rest | Range table with median and reasons |
| Reuse | Copy-paste | Stat anchors, copy-citation, chart embeds |
| ChatGPT, Claude, Gemini, AI Overviews | Long lists AI engines skip | Answer-first sections, verified stats and full schema, built to be cited |
| Google rankings | Same coverage as everyone else | Beats the top result on depth, freshness and sourcing |
| Backlinks | Hope someone finds it | Original data, citations, embeds and an outreach kit |
| Updates | Rarely | Refresh mode with stable IDs and changelog |
Install once. Ask in plain words.
Add the skill
In Claude, upload the
linkable-research.zipfile under Settings → Capabilities → Skills. Code execution must be on. In Claude Code, place the folder in~/.claude/skills/.Name your topic
Give the topic, audience, geography and your site. Claude asks only for what’s missing.
Approve the brief
Review the headline hypotheses, dataset plan and outline. Edit anything, then say go.
Publish and pitch
Upload the HTML or paste the Markdown, add the schema, then use the outreach kit to share it.
Refresh twice a year
Ask Claude to refresh the article. Every stat is re-verified and the changelog is written for you.
Build a linkable research article on UAE e-commerce statistics 2026 for my website. Audience: retail marketers and journalists in the GCC.
Use linkable-research to create a “State of AI search in India 2026” study with an original dataset of 100 Indian brand websites.
Refresh my healthcare marketing statistics article. Here are the ledger.csv, config.json and dataset.csv from the last version.
Scan the top stats pages for “B2B SaaS churn statistics” and show me the gaps before we build anything.
What it will never do.
- Invent a numberNo fabricated stats, quotes, experts or dataset rows. If it can’t be verified, it’s out.
- Copy someone’s chartCharts are rebuilt from data. Quotes stay short and live in the ledger.
- Hide a weak sourceVendor-funded research is labelled. Secondhand stats are marked when the origin is unreachable.
- Publish or send on its ownYou stay in control of publishing and outreach. The skill hands you everything ready to go.
One payment.
Unlimited research.
Get backlinks. Get cited by AI. Get ranked in Google.
No recurring skill fee
- The full Linkable Research Claude skill and helper script
- Verified research pages built for backlinks, AI citations and Google rankings
- An original dataset, stat ledger and source-verification workflow
- Publish-ready HTML and Markdown, charts, schema and outreach materials
- New articles and refresh mode for keeping your research current
- Use on unlimited websites, including your own and your clients’ sites
- Unlimited skill usage—create as many research projects as you need
- Works in Claude.ai and Claude Code
One skill. Unlimited articles. Your research workflow, ready to run.
Requires a compatible Claude plan with skills, code execution and web access. Claude’s usage limits and charges apply separately.
Questions.
What do I need to run it?
A Claude plan with skills and code execution, or Claude Code. Web search and web fetch must be available. No other tools, APIs or subscriptions are needed.
How long does one article take?
Most of the time goes into research and verification. Expect a long working session for a 50 to 80 stat article, with one checkpoint where you approve the plan.
How does it help with ChatGPT, Gemini and AI Overviews?
AI engines favour pages that answer a question directly and back it with a checkable source. Every section opens with a short standalone answer, every stat carries its number, year and original source, and the page ships with Article, Dataset and FAQPage schema. Regular refreshes keep it current, which AI engines and Google both reward.
Does it guarantee backlinks, AI citations or rankings?
No tool can guarantee them. The skill builds the asset that gives you the best chance: verified, original, easy to cite and maintained. Publishing and promotion are up to you, and the outreach kit helps.
Where does the original dataset come from?
Claude compiles it from public sources on fixed criteria, for example auditing 100 brand websites or tabulating regional statistics releases. Every row keeps its source URL and the method is published with the article.
Can I use it for client work?
Yes. It is built for agencies. Each run produces a separate project folder, so you can work on many clients side by side.
Does it work for non-English or regional topics?
It writes in English first and searches regional sources such as national statistics offices, central banks and regulators when you set a geography.
Can I edit the article after it’s built?
Yes. Everything is generated from two files, the stat ledger and the config. Change either one and rebuild, and the quality check runs again.
What does unlimited usage include?
Your $29 one-time purchase lets you use the skill for unlimited research projects across unlimited websites, including client sites. The skill runs in your Claude account, so your Claude plan’s limits and any provider charges still apply. You create, review and publish the research yourself.