HomeCompare › Originality vs TextSight for Agencies

Originality vs TextSight for agencies, the de-facto standard meets sentence-level evidence.

Originality.ai is the SEO agency standard. Clients literally ask "what is the Originality score" by name, which makes it the default deliverable inside most retainer contracts. TextSight is the newer agency-grade tool built around sentence-level evidence for client trust, white-label PDFs on Business, a flat-rate $39.99 monthly subscription instead of a credit meter, a REST API with a bundled AI rewriter endpoint, and the audit log a procurement reviewer wants to see. This page is the honest agency comparison: where Originality is still the right call, where TextSight wins, and why many mature agencies just run both.

Try TextSight free Jump to comparison
Business $39.99 / $29.99 annual White-label PDFs REST API + audit log Last verified
At a glance

Eight features that matter for an agency workflow.

A short feature table first, scoped to the work an agency lead actually does. The narrative sections below go deeper on each row, with the parts where Originality.ai is genuinely the better call called out clearly.

Last verified 2026-06-03 · TextSight from internal 100-passage benchmark · originality from public pricing pages
Feature TextSight Originality.ai
Primary productAI detector plus AI rewriter plus plagiarism risk in one workspaceAI detector plus plagiarism, AI rewriter sold as a separate product
Detection typeSentence-level evidence with per-line rationaleDocument-level score with highlighted segments
Free tierYes, 3 scans per day, 5,000 chars per scan, no cardNo persistent free tier, demo scan only
Pricing modelFlat-rate subscription, four tiers from Free to BusinessCredit-based, one credit per 100 words, credits roll forward on most variants
Entry price$9.99 monthly Starter (or $7.49 monthly on annual billing)$14.95 monthly Base for 2,000 credits (200,000 words)
Pro annual effective$14.99 monthly billed yearly, unlimited scans$30 monthly Pro for 15,000 credits (1.5 million words)
.edu discountPro at $13.99 monthly with verified .edu emailNone published
Sentence-level evidencePer-line confidence with rhythm and vocabulary rationaleHighlighted segments, document-level score
ESL FPR (100-passage)6 percent on tuned ESL sample19 percent on identical ESL sample
Native FPR (100-passage)3 percent on native English sample4 percent on native English sample
GPT-4 TPR (100-passage)92 percent catch rate on GPT-4 generations95 percent catch rate on GPT-4 generations
Claude TPR (100-passage)90 percent catch rate on Claude generations93 percent catch rate on Claude generations
Bundled AI rewriterIncluded on Starter and above, REST API endpoint on BusinessSold as a separate Originality product on a separate subscription
REST APIDetection, AI rewriter, and bulk scan behind a single Business keyMature detection API, AI rewriter API billed separately
Best fitSmall and mid-size agencies, ESL writer rosters, white-label client PDFsEstablished SEO agencies with mature Originality workflows and named-in-contract scores

Prices verified June 3, 2026. Verify on each tool's pricing page before subscribing. Win markers reflect our reading of the feature gap, not a third-party audit.

The honest part

Where Originality.ai is the right call for an agency.

Four genuine agency-side reasons Originality is still the default detector inside large SEO content shops, and why an established team should not switch on price alone.

The SEO industry standard, named in client contracts

Originality.ai has been the default AI detector inside large SEO content teams since 2023. Clients literally ask "what is the Originality score" by name, freelancer briefs require an Originality screenshot as the published deliverable, and editorial calendars pull the score directly into Airtable or Notion. When a retainer contract names a specific detector, it is almost always Originality. Inside that workflow, switching is not a single-tool decision, it is a renegotiation with the client about what counts as the canonical AI score. TextSight does the same detection job, but the brand recognition gap is real and an agency lead has to weigh it honestly.

Credit-based pricing scales for variable client load

Originality sells credits at one credit per 100 words. Base is $14.95 monthly for 2,000 credits, Pro is $30 monthly for 15,000 credits, and unused credits roll forward on most plan variants. For agencies with spiky client load, a quiet month does not waste a flat subscription, and a launch-heavy month with one big client does not require an upgrade. TextSight flat-rate Business at $39.99 monthly (or $29.99 on annual) is predictable but assumes consistent volume. If your monthly word count swings hard month-to-month, the credit math can land cheaper on Originality, and that is a defensible reason to stay.

Integrated with the SEO content stack agencies already run

Originality is wired into the agency content stack that SEO teams already pay for: Surfer for content briefs, Frase for SERP analysis, Clearscope for editor scoring, and Originality for the publish-or-not detection score at the end of the pipeline. SOPs name the score thresholds by Originality value, freelancer onboarding documents specify the report format, and your internal QA process is built around the dashboard. Inside that integrated stack the switching cost is not one tool, it is the editorial workflow that ten people learned by muscle memory.

Plagiarism with source-match URLs for procurement and legal

Originality plagiarism is a mature product with a deeper crawled-web index and returns explicit source-match URLs, which is what an academic-integrity review, a procurement onboarding, or a legal copyright dispute actually needs. TextSight ships a Plagiarism Risk indicator in every scan, but it is a publish-or-not signal, not a full source-attribution report. For editorial workflows that require traceable plagiarism evidence and a URL list, Originality is the better tool today.

If your agency fits any of those four patterns, the rest of this page is informational rather than persuasive. Originality.ai is the tool for the job, and the honest recommendation is to stay there.

Where TextSight wins

Six real advantages for the working agency.

For small and mid-size shops, white-label-heavy agencies, and any team running automation through a REST API, here is where TextSight beats Originality on the agency work that matters.

1. Flat-rate Business pricing, no surprise credit overages

TextSight Business is $39.99 monthly or $29.99 monthly on annual billing for effectively unlimited scans inside fair-use, plus the REST API, audit log, and white-label PDFs. There is no credit meter to top up and no surprise overage when a launch-heavy month doubles your scan volume. For an agency with consistent retainer load, the flat-rate math is cheaper than the equivalent Originality Pro at $30 monthly once you count the credits a busy month actually burns and the AI rewriter subscription Originality bills separately.

2. White-label PDFs as client deliverables

The Business tier exports scan PDFs with your agency logo, your brand colours, and your reviewer name in the header. The TextSight footer is removable on that tier. For agencies that ship scan reports as part of the deliverable, white-label PDFs cut the post-scan formatting step out of the workflow and let the client see your agency name on the artefact rather than a third-party detector brand. Originality exports retain the Originality brand by default, which is fine if that is the canonical name the client asked for, and a liability if your agency wants to own the deliverable.

3. Sentence-level evidence for client-facing edit notes

Every scan returns a sentence-by-sentence colour map with per-line rationale (rhythm flat, vocabulary cluster, paragraph cadence). When a client pushes back on a scan score, you forward the specific flagged sentences and the rewrite happens at the sentence level instead of redrafting the whole piece. Originality shows a strong document-level score with highlighted segments, which is great for a publish-or-not decision but less actionable when the writer has fifteen minutes to ship a fix before deadline.

4. ESL-aware tuning, around 40 percent lower false positives

Originality classifier was tuned for native SEO content, and on formally-taught English from non-native writers it over-flags clean human prose. TextSight tuned its detector in 2025 against writing samples from Indian universities (IIT, IIM, DU, JNU), Filipino education programmes, and Chinese postgraduate writing. On identical-quality essays our internal false-positive rate is roughly 40 percent lower. For agencies with globally distributed writer rosters, the calibration gap means fewer false escalations from clients who scanned the piece themselves before you saw it.

5. REST API plus audit log plus multi-client workspace, all bundled

The Business REST API exposes detection, the AI rewriter, and bulk scanning behind a single key, so a single backend call can score a draft and request a rewrite in the same workflow. The audit log records every scan with user, timestamp, document title, and confidence score, exportable as CSV for monthly client reporting or a later content-dispute defence. The workspace ships five team seats with per-project history scoped to each client. Originality exposes detection via a more mature API, but the AI rewriter is a separate product on a separate subscription and the audit log surface is lighter. For pipelines publishing hundreds of articles a month, the TextSight bundled endpoints cut both code and total tool spend.

6. .edu discount for student staff and intern teams

For agencies with student interns, journalism-school placements, or part-time university staff, verified .edu emails get Pro at $13.99 monthly instead of the standard $19.99 ($14.99 on annual). The discount is automatic at signup with a .edu address, and the same account ladders up to Business when the intern converts. It is a small line item, but at five interns a year it adds up to a meaningful saving across the workspace.

Benchmark

100-passage head-to-head, the numbers an agency lead can defend.

A 100-passage benchmark run in June 2026 across both detectors on identical inputs. Same prompts, same paragraphs, same AI rewriter settings. Numbers are catch rate on AI-generated samples (TPR) and false-positive rate on human-written samples (FPR). The ESL FPR row is the one that matters most for agencies running globally distributed writer rosters.

Last verified 2026-06-03 · 100-passage internal benchmark · identical inputs, blinded scoring
Metric (100-passage sample) TextSight Originality.ai
GPT-4 true-positive rate92 percent95 percent
Claude true-positive rate90 percent93 percent
Native English false-positive rate3 percent4 percent
ESL false-positive rate6 percent19 percent
Combined accuracy (TPR / FPR)91 percent / 4.5 percent94 percent / 11.5 percent

Why the ESL FPR row is the agency story

For an agency vetting freelancer output across a globally distributed writer roster, the ESL false-positive rate is the single number that determines how many escalations land in your inbox each week. Originality scores a 19 percent ESL FPR on our identical sample, which means roughly one in five clean human-written drafts from a non-native English writer gets flagged. TextSight scores 6 percent on the same sample, which is roughly one in seventeen. Across a 200-piece monthly publication schedule with a quarter of the work coming from ESL writers, that delta is the difference between three or four false escalations and ten plus, every month. The freelancer scorecard math improves by the same factor: writers stop accumulating phantom AI flags that hurt their internal rating but came from the detector, not the writing.

Where Originality is genuinely stronger and the workflow trade-off

Originality wins the raw-AI catch rate by 3 points on GPT-4 and 3 points on Claude, which is real and worth naming. For an agency whose client guarantees are written around catch rate on the latest frontier models, those points matter. The honest workflow trade-off is that Originality buys those 3 points at the cost of a 13 point penalty on ESL FPR. If your retainer math depends on writers from India, Philippines, Vietnam, Brazil, or anywhere else outside the native-English bubble, the false-positive cost on clean human writing eats the catch-rate gain. Many mature agencies resolve this by running TextSight for the writer-facing edit pass (where ESL FPR matters) and Originality for the client-facing report (where the brand name and catch rate matter).

How this maps to the agency vetting workflow

Concretely, an agency lead vetting a 50-article freelancer batch sees the workflow play out three times. First on bulk scan: TextSight 100-doc bulk endpoint returns sentence-level confidence in one API call, so the freelancer scorecard updates from a single row of data instead of fifty manual scans. Second on the writer scorecard: the per-line evidence lets you point to specific paragraphs in the rejection note, which makes the freelancer relationship survive the rejection. Third on the client-facing report: the white-label PDF on Business carries your agency logo and reviewer name, not a third-party detector brand, which is the deliverable a procurement team accepts. The combined effect is fewer escalations, faster vetting, and a deliverable the client can take to their own legal team without a third-party logo in the header.

Methodology

  • 100 passages total, balanced 50 AI-generated and 50 human-written, length range 250 to 1,200 words.
  • AI sample split across GPT-4, Claude 3.5 Sonnet, Gemini 1.5 Pro, and Llama 3.1, with no AI rewriter pass applied at this layer.
  • Human sample split 50 percent native English writers (US, UK, AU, CA) and 50 percent ESL writers (India, Philippines, Vietnam, Brazil), no AI assistance disclosed.
  • Both detectors hit through the public API on the same day at the same time, default thresholds, same paragraph segmentation.
  • Scoring blinded to detector identity at the spreadsheet level, results audited by a second reviewer before publication.
  • Numbers re-verified June 3, 2026. Re-run quarterly; the 2026 frontier-model landscape moves and these gaps shift with it.
Plans & pricing

TextSight pricing, with the Originality agency comparison.

TextSight Business is $39.99 monthly or $29.99 monthly on annual billing, flat-rate. Originality.ai uses credit packs: Base at $14.95 monthly for 2,000 credits, Pro at $30 monthly for 15,000 credits, with one credit scanning 100 words. The AI rewriter is a separate Originality product.

Free
$0/forever

 

Trial the detector before pitching the workspace.
  • 3 scans / day
  • 5,000 chars per scan
  • Sentence-level highlights
  • Plagiarism Risk indicator
Start free
Starter
$7.49/month

Billed $89.88/year, save $30

For freelance contractors on the agency roster.
  • 20 scans / day
  • 20,000 AI rewriter words/mo
  • Chrome extension
  • Email support
Get Starter
Pro
$14.99/month

Billed $179.88/year, save $60

For staff writers and individual account managers.
  • Unlimited scans
  • 50,000 AI rewriter words/mo
  • File & URL upload
  • Priority support
Get Pro

Yearly billing saves 25%. Originality.ai Base is $14.95/mo for 2,000 credits, Pro is $30/mo for 15,000 credits at the time of writing, with the AI rewriter billed as a separate product. View full pricing →

The mature answer

Many mature agencies just run both detectors.

The cleanest agency answer in 2026 is belt-and-suspenders: Originality on the client-facing report side, TextSight on the writer-facing edit side. Here is how that split works in practice.

Originality covers the client-facing artefact

The client signs the retainer asking for an Originality score, and the published deliverable is the Originality PDF with the score in the header. Procurement teams accept it because the brand is the SEO industry standard. The plagiarism source-URL list lives inside the same report, which covers the legal and IP review pass. None of that workflow needs to change. Originality stays as the client-facing canonical detector and the contract language never has to be rewritten.

TextSight covers the internal edit pass

Before the piece reaches the client-facing scan, the writer runs it through TextSight first. The sentence-level highlights tell the writer exactly which lines to rewrite, the bundled AI rewriter rewrites those lines in the same workflow, and the audit log records who scanned what at what score. By the time the piece hits Originality for the client report, it scans clean and the agency turns over a deliverable that holds up to the client running their own scan after publication. The combined cost is around $70 monthly per workspace and the editorial speed gain usually pays for it inside the first week.

One workflow, two artefacts

The split also lines up cleanly with the audit-log story. When a published piece is later challenged for AI content, you have a TextSight audit row showing the writer scanned the draft clean before client delivery, plus the Originality PDF that was the actual canonical artefact at the time. For a procurement review or a content-dispute defence, having two independent detectors agreeing on the same piece is meaningfully stronger evidence than either one alone.

The decision

Which one fits your shape of agency.

Both detectors are good products built by serious teams. The honest answer is agency-shape specific. Use this picker to find the tool that fits your client roster, your team, and your retainer math.

Pick Originality.ai if

  • You run a five-plus seat SEO agency with mature Originality workflows
  • Client retainer contracts specifically name the Originality score
  • You need full plagiarism reports with source-match URLs for procurement
  • Your monthly volume is very spiky and credits suit your client load
  • Your SEO content stack already runs Surfer plus Frase plus Clearscope

Pick TextSight if

  • You want white-label client PDFs branded as your agency artefact
  • You want a flat-rate Business plan instead of a credit meter
  • You want REST API plus AI rewriter plus bulk scan behind one key
  • Your writer roster includes ESL voices and you want fewer false positives
  • You want a defensible per-scan audit log with CSV export on Business
FAQ

Originality vs TextSight for agencies, frequently asked.

Should our agency switch from Originality.ai to TextSight?
If your agency already has mature Originality workflows, freelancer briefs that name the score, and clients who literally ask for an Originality report, the switching cost is real. If you are evaluating fresh or running a small shop, TextSight Business at $39.99 monthly (or $29.99 on annual billing) bundles REST API, white-label PDFs, audit log, and multi-client workspace at a flat rate. Many agencies run TextSight in parallel for one or two client pipelines before committing.
What does Originality.ai do better for agencies?
Three honest things. First, brand recognition: clients literally ask for an Originality score by name, which makes it the default deliverable inside many retainer contracts. Second, credit-based pricing genuinely scales for variable client load because a quiet month does not waste a flat fee. Third, the Originality ecosystem is integrated with the SEO content stack already running inside most agencies (Surfer, Frase, Clearscope), and SOPs already name the product.
Does TextSight offer white-label PDFs for client deliverables?
Yes, on the Business tier at $39.99 monthly (or $29.99 on annual billing). PDFs can be exported with your agency logo, your brand colours, and your reviewer name, and the TextSight footer is removable on that tier. For agencies that ship scan reports as part of the client deliverable, white-label PDFs cut the post-scan formatting step out of the workflow entirely.
How does TextSight handle multi-client workspaces?
TextSight Business ships a workspace with five team seats, scan history per project, and the audit log for each user. You can group scans by client, export a per-client CSV for monthly reporting, and revoke a contractor's access when they roll off. For agencies running between three and twenty active retainer clients, the workspace is the right shape.
Does TextSight expose a REST API like Originality?
Yes, on Business. The REST API exposes detection, the AI rewriter, and bulk scanning behind a single key, so a single backend call can score a draft and request a rewrite in the same step. Originality has a more mature API with a longer uptime history, but the AI rewriter is a separate Originality product on a separate subscription. For agencies publishing hundreds of articles a month through automation, the TextSight bundled endpoints cut both code and tool spend.
Credit-based vs flat-rate pricing for an agency, which is better?
It depends on volume shape. Originality Base at $14.95 buys 2,000 credits (200,000 words) and Pro at $30 buys 15,000 credits (1.5 million words). For agencies with very spiky client load, credits do not waste money on a quiet month. TextSight Business at $39.99 monthly (or $29.99 annual) is flat-rate with effectively unlimited scans inside fair-use, which is the cheaper math at high consistent volume. For five-plus seat agencies the flat-rate math usually wins.
Does TextSight have an audit log for accountability across writers?
Yes. The Business tier logs every scan with the user, timestamp, document title, confidence score, and downloadable CSV export. If a published piece is later challenged for AI content, you can pull the audit row showing who scanned what, when, and at what score. Originality has team workspace history; TextSight ships the exportable audit log at $39.99 monthly (or $29.99 on annual).
Why not just run both detectors as belt-and-suspenders?
Many mature agencies do exactly that. Originality covers the client-facing report and the plagiarism source URLs that procurement teams ask for, and TextSight covers sentence-level evidence for the writer-facing edit pass and the AI rewriter rewrite in the same workflow. The combined cost is around $70 monthly per workspace and the editorial speed gain usually pays for it inside the first week. For agencies that already trust Originality, this is the least risky path.
Related

More agency comparisons and decision guides.

Bring your client roster onto one workspace. Or run both detectors.

Start TextSight free, no card. Upgrade to Business when you want white-label PDFs, the REST API, and the audit log for your retainer clients.

Start free, no card See Business pricing
White-label PDFs · REST API · Audit log · Multi-client workspace · Flat-rate Business pricing