The quality gate for AI-assisted writing · from score to publishing decision

Stop shipping AI writing blind.

Paste a draft. Get a measurable quality score, see why it scored that way, and know what to fix first. Separate checks flag AI-tone, evidence and publishing risks — without mixing them into your quality score. See how the check works →

Score a draft free →
No subscription· Pay per result· Credits never expire· 10 free, no card· Honest AI — no invented data, no ranking promises
Works across: Google / Blog X (Twitter) LinkedIn YouTube Instagram TikTok Facebook Reddit
AI generates. ForgeRank AI evaluates. You decide. ⚡ 1 free analysis/day
🔍 Score what you’re about to publish — a measured read, then you decide.
① Paste — your own draft, an AI-generated piece you’re unsure about, or anything you’re considering publishing
② We evaluate — content quality across 4 transparent dimensions, then separately check AI-tone phrasing, evidence needs, and publishing readiness. Typically ~30 seconds
③ You decide — fix what matters, re-score, and publish when the result clears your bar
🎁 1 free analysis per day · no signup · no card
What “quality” actually means

One score. Four visible reasons.

ForgeRank AI doesn't reduce content quality to one vague “AI score”. Every piece is read on four named dimensions, and you can see the reasons behind the number.

Real Information Gain Does it actually add something?

Adds what the top of search doesn't already say — no restating, no padding.

Specificity Density Can the reader check or use what it says?

Names versions, prices, dates and mechanisms instead of vague claims — details you can check.

Source Compliance Are the important claims supported?

No invented data, quotes or people. Claims ship only with the attribution they actually have.

Argument & Mechanism Depth Does it explain why, not just what?

Every claim carries a why — the mechanism, the cause and the consequence.

★ From score to decision

A score isn't enough. Know what to do next.

ForgeRank AI turns a content score into a publishing decision. The free check at the top of this page already returns the first three panels — score, diagnosis and the single highest-priority fix. Signing in adds the evidence check and keeps every score in your history.

  1. Score 8.2 / 10 Content Quality four dimensions, median of three samples, against this industry's pass line
  2. Diagnose Why did it score that? each dimension keeps its own deduction note — nothing hidden behind one number
  3. Top priority Fix what matters first one issue, its exact sentence, one recommended action
  4. Separate checks AI-Tone · Evidence · Publishing readiness parallel reads that never fold into the quality score
  5. Fix → Re-score Edit, then score again before/after comparison on the same rubric
  6. Would you publish this? The decision the gate gives you the read; the call stays yours
Real example · Top priority panelrecorded run · Content Quality 8.2/10
Top priority: the four-item checklist is templated content inside a format skeleton — every item opens with the same imperative construction, so the section reads as generated rather than reasoned.
The sentence it points at“Read your first sentence. If it could open any article on this topic, it carries no information. Name a number, a name, a date, or a decision.”
Recommended actionRewrite the four checklist items so they do not share an opening imperative — lead each one with a concrete case from the dataset instead.
One priority. One action. Then re-score. Score your own draft free ↑
▶ Real run · one take, sped up (no cuts)

Watch a real draft go through the gate

One unedited capture of a single run on this app: the topic goes in, the draft streams out — then the same draft is scored, diagnosed and re-scored, with those numbers printed right below it. Nothing hand-assembled, no invented data.

REC · uncut · sped up
Google / Blog · How-to guide — topic: “how to improve sleep quality naturally” ⚡ One credit = one publish-ready piece
Real run · the draft in the video
Content Quality7.0 → 8.2 / 10 (benchmark 8.5)
Top priorityEvidence claims with no source: 5 → 0
AI-ToneAI-HEAVY → CLEAN (em dashes 18 → 0)
Re-scorestill 0.3 short of the 8.5 bar — the gate holds
The draft from the video, fixed and re-scored three times · see a full published scorecard →
The pain → fix map · no hype, no fine print

Why AI content still needs a quality gate

The four failures below are the ones a quality gate actually addresses — AI-flavoured phrasing, claims you can't trust, pieces that look complete but say little, and tools that generate without ever diagnosing. For each one: what goes wrong, what ForgeRank AI does about it, and where we admit the limit. Every mechanism is real and runs on your own draft — score one free with the Analyzer at the top of this page.

Check each failure against its honest fix — and where we admit the limit▾
01

It reads like AI wrote it

AI-flavored phrasing · hollow filler · broken logic · samey templates
What ForgeRank AI does
  • AI-tone scrub before delivery — deletes “Here's…”-style filler openers (ai_tone_lint).
  • Information-gain dimension (30%) + skeleton injection that forces concrete, specific claims.
  • Argument-depth dimension catches broken causal logic.
  • Honest limit: our 18 industry templates can still feel samey — the hook library and stance injection reduce it, not eliminate it.
Reduced, not eliminated
02

It makes claims you can't trust

invented statistics · fake experiences · made-up names
What ForgeRank AI does
  • Source-compliance dimension (25%) — plus a hard-fail gate: invented numbers or examples = automatic fail.
  • Claims are checked for source needs before delivery. A separate evidence pass reads the piece sentence by sentence and lists what still needs an owner — we flag where evidence helps, we do not verify facts.
  • Separate evidence check reads the piece sentence by sentence and lists which claims still need an owner — before delivery, and again on any draft you paste.
Core
03

It looks complete — but isn't actually useful

keyword-shaped · complete-looking · adds nothing a reader couldn't get elsewhere
What ForgeRank AI does
  • The 4-dimension gate is ForgeRank's own evaluation model, informed by Google's people-first content guidance but not derived from it: Google publishes no four-dimension scoring system and no weights. The pass lines are ours as well — 8.0 for strong-template verticals, 7.5–7.8 for mid, 7.0 for weaker ones.
  • Search readiness is not the score. Format compliance is a separate check — a piece can be structurally perfect and still score low on information gain.
  • Every piece ships a diagnostic report, so you see the gap between "shaped right" and "worth reading" before you publish.
  • Honest limit: the ranking result itself can't be promised — no tool can. You see the why before you ship.
Core
04

Tools generate — but they never diagnose

no diagnosis · no priority · no feedback loop
What ForgeRank AI does
  • Every piece comes with a 4-dimension diagnostic report — not a score, a why.
  • A Top priority panel names the single highest-value fix, quotes the sentence it points at, and gives one executable action.
  • The Analyzer scores any article you paste — free, right on this page (top), and the same gate scores a competitor's piece or your own draft.
  • Re-score after editing with a before/after comparison, then decide with “Would you publish this?”
Core
One honest summary: the gate is where we're strongest — it's the product's main job, not a bolt-on. Where a failure mode can only be reduced rather than removed, the badge above says so and the limit is written next to the mechanism. No tool can promise you a ranking; ours shows you the why before you publish.
Try the free Analyzer ↑
The build side · when you need the draft written too

Score → Diagnose → Fix → Re-score → Publish

The same loop runs when you start from a blank page: the draft comes out of generation, but it still has to clear the gate before it leaves. Generating is optional — you can score an existing draft, or a competitor's piece, and never generate anything. Skip to real scored output →

1
🔎

Score & diagnose

Paste any article or post into the Analyzer — a competitor's piece, a top-performing post, or your own draft — and get a Content Quality Score on the same 4-dimension rubric the generator uses, plus source recommendations, AI-Tone patterns and publishing-readiness checks. First scores are free, no card.

2
⚡

Generate · optional

Only if you need a first draft: ForgeRank AI writes a platform-native one for Google, X, LinkedIn, YouTube, Instagram, TikTok, Facebook or Reddit — one credit per piece, no prompt engineering. It leaves through the same gate as everything else.

3
🛠️

Fix

Drafts below their quality bar are rewritten automatically at no extra credit, and AI-Tone phrasing is scrubbed before delivery — here's a real X draft that climbed 6.2 → 7.6.

4
🚀

Re-score & publish

Re-run the gate and decide. Then ship with the publish pack — title options, tags, quotable lines, best time to post, sourced pull quotes — plus a Deep Insight Report that shows the why. See the full publish-pack checklist →

★ Real output — the receipts are the product

Real pieces from ForgeRank AI — you can read one

One brief, three platforms: the X, Instagram and TikTok pieces below all came from the same brief — "3 things that make AI content feel fake" — each rewritten for its platform, then scored by the same gate. The Google article is live on this site — open it. Every score on these cards is a recorded product run with its date; each card links to its full scored record on our receipts page.

This is the case study, with no invented customer: the washing-machine how-to above carries editorial QC 8.2/10 — the same Analyzer you can try free, re-run on the published text (run dates on /receipts) — and it's live on this site. Read it → · our verification receipts → · score your own draft free →

★ A real scorecard, from a recorded run

What a scored piece actually looks like

Not just text. A scored readout on our four dimensions — real information gain, specificity density, source compliance, and argument depth — so you see exactly what a draft does well and where it falls short before you publish it. Those four dimensions and their weights are ForgeRank's own evaluation model, not Google's ranking formula. The card below is the washing-machine how-to's editorial QC score from the site's QC record (scripts/_blog_editorial_qc.json) — the same 4-dimension gate that powers the Analyzer. Every run date is listed on /receipts.

Every article gets this gate. No extra cost, no upsell.
Quality gate Google · Home & Garden · how-to
8.2 / 10
✓ PASS · publish-ready
Editorial QC 8.2 / 10 (from scripts/_blog_editorial_qc.json) clears this industry's 7.5 pass line; all 4 dimensions scored above the bar, and AI-sounding phrasing was cleaned before delivery. Every run date is listed on /receipts — not a marketing number.
Real information gain
Non-consensus facts & mechanisms the reader doesn't already know (30% weight)
✓
Specificity density
Named concepts, concrete scenarios, precise steps or unit numbers (25%)
✓
Source compliance
No invented data; credible attribution or checkable facts (25%)
✓
Argument & mechanism depth
Causal chains and contrast structures, not parallel listing (20%)
✓
📊
Recorded, dated runs
Median of 3 samples — filed with its dateNot a single random draw, and not a black box: every score is a dated record you can re-run. Where a repeat run moves, we publish the measured spread on /receipts.
Method
🪝
Our pass line
7.5 for this industryBars run 7.0 (weaker verticals) → 8.0 (strong-template). Below-bar drafts regenerate free.
Pass
📐
Format compliance
Google how-to skeletonH2 sections, FAQ, schema-ready structure — validated by the machine check before delivery.
Pass
⚠
One real watch-out from this run
Low attribution ratioThe machine check flagged it (0.0 < 0.5) — a nudge to source every number. Real flag from the recorded re-run.
Heads-up

Same gate ships with every piece — Google, X, YouTube, Instagram, TikTok, Facebook, Reddit each scored on the 4-dimension rubric with its own pass line. And the Analyzer scores any article you paste with the same rubric. How we score this → · see a real scored report →

One credit = one publish-ready pack on any channel — a 280-char X post, a LinkedIn carousel, a 5,000-word Google pillar or a YouTube script. No word-count tiers, no extra charges.

How you pay
ForgeRank AI
Typical subscription
Monthly seat
$0 — none
required
What you pay for
only a piece you actually ship
every month, shipped or not
Credits
never expire
cancel and they're gone
Free to start
10 articles, no card
trial, card required
Quality score + diagnosis per piece
included
not the product's job

…or see exact per-article pricing →

● The receipts · real QC records, dated

Built on real runs, not marketing numbers

Every score we publish comes from a recorded run in this repo, filed with its date and file. Nothing here is a made-up figure — and we publish the low scores too.

45
QC-scored pages live on this site — 10 editorial articles + 35 trend guides, listed with their scores on /receipts
15
articles in the first documented QC batch (reports 2026-08-28) — 2 fabricated numbers caught & fixed before publish
8
platform-native formats & rubrics (Google → Reddit)
Every score is a dated, recorded run: three samples, median kept, filed with its date — and re-scoring is one click. Where a repeat run lands a tier apart, we say so instead of rounding it away.
— Product rule, not a marketing claim: /receipts lists the runs, the dates and the measured run-to-run spread
● Real runs only

Browse recorded runs and QC records: real scored report → · 35 QC'd topic articles →

Built in public — this whole SaaS (quality gate included) was made in 12 days. Read the free chapters →

🎁
Not sure yet? Try 10 articles on us.
No credit card. No contract. No subscription. Get the full Deep Insight Report on every piece — same as a paid plan.

Simple, per-article pricing

🎁 FIRST PURCHASE
🚀 Starter
$0.0666per article
50 credits · $4.99 one-time
→ 75 credits on first purchase
Best for solo creators getting started with one channel — if you ship about one piece a week (~4 a month), that comes to ≈ $0.27 a month at the first-purchase rate. (+25 bonus on your first order)
👑 Business
$0.08per article
500 credits · $39.99 one-time
Best for teams and agencies publishing across all 8 platforms — if you ship about five pieces a week (~22 a month), that comes to ≈ $1.76 a month — paid once, no monthly fee.
Secure checkout via Waffo Pancake · also pay with crypto
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Your card details are never stored by us. Taxes are included where applicable. Credits never expire. Read our Refund Policy & Terms.

Questions people ask

Is ForgeRank AI a writer, a content checker, or both?
Both — but the quality gate comes first.
ForgeRank AI can generate platform-native drafts for 8 channels, but its core job is different from a general-purpose AI writer: it evaluates content quality on a 4-dimension rubric against its own pass line, diagnoses why a draft falls short, names the single highest-priority fix with the sentence it points at, runs the separate AI-tone and evidence checks, and lets you re-score before publishing. ChatGPT generates. ForgeRank evaluates. “Publish-ready” means structured for documented platform signals — never a promise of a ranking position.
What is the Analyzer / scoring mode?
The workbench has two modes: Create (generate) and Analyze (score any article you paste — a competitor's post, a viral piece, or your own draft). Analyze returns a Content Quality Score (the 4 dimensions for long-form, the short-form rubric for posts, script quality for video scripts), instant free AI-tone phrasing flags, publishing-readiness checks for the platforms you plan to post to, and an expert review with the most actionable fix. "Generate similar" turns a winning piece into a new draft.
Why is pay-per-article cheaper?
Subscriptions charge you whether you publish or not. With credits you only pay for what you ship, the first 10 articles are free, no card required, and a generation that misses the score threshold you set regenerates free — we only keep credits for output you actually used.
Who owns the content I generate?
You do — full stop. The output is yours to publish, edit, repost, or sell. No royalties, no attribution, no licensing traps.
Will Google penalize AI-generated content?
Google ranks helpful, people-first content regardless of how it's produced. Our job is the quality side: sourced claims, real specificity, no invented data — plus a scored report so you can see what a draft is doing before you publish. We don't claim to predict rankings. Read our Acceptable Use policy for what's off-limits.
How is this different from Jasper or Surfer SEO?
ForgeRank AI is built around the quality gate, not just generation or optimization. Jasper focuses on generating content, and Surfer focuses on search optimization — neither one tells you whether the draft is worth publishing. ForgeRank AI scores the draft on four dimensions, explains why it scored that way, names the highest-priority fix with the sentence it points at, runs the separate AI-tone and evidence checks, and lets you re-score before you publish. Generation and platform formatting are built into the same workflow. See the full feature breakdown.
Do you invent data or statistics?
No. Honest AI is a product rule, not a slogan: data claims require sources, AI estimates are flagged as estimates, and publish-kit quotes point back to their source in the article. If a number can't be sourced, we say so instead of making it up.
🛡️ What we don't do: no fake "probability" percentages · no "100% human" / bypass / detector claims · no invented testimonials, cases or data · no ranking guarantees · no "unlimited" anything. Every score here links to a recorded run · our principles · how the gate works
10 free articles · no card · Deep Insight Report included
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