HomeAI Detector › For Sales Teams

AI Detector for sales teams, built for outbound that replies.

Scan cold sequences, proposals, decks, and RFPs before send. Outreach, Salesloft, and Apollo workflows trigger detector flags; calibrate to keep reply rates up. Sentence-level evidence works as proof on skeptical procurement reviews. Shared workspace, REST API for Salesforce, HubSpot, and Pipedrive.

Talk to sales See pricing
Business tier recommended Shared team workspace REST API for CRM
B2B sales in 2026

Why detection became a sequence-level problem.

Three forces converged on outbound by mid-2025 and reshaped how SDR floors, AE pods, and CS teams produce buyer-facing prose.

A B2B buyer in 2026 opens her inbox to 80-plus pitches. Eleven open with the same LinkedIn-scraped hook. Eight close with a calendar link and a variation of "would 15 minutes work this week." She archives most of them before her first coffee. The replies come back to the rep who referenced something she said on a podcast last quarter, in a sentence that reads like a human did the work.

1. Outreach, Salesloft, and Apollo trained the market

Cadence platforms made AI-assisted drafting the default for every SDR floor from Series B upward. The same templates rotated through tens of thousands of sequences. Buyers pattern-matched the shape inside a year. The opening line that worked in 2023 reads as templated in 2026, and AI-detection signals are the cleanest proxy for the pattern.

2. Procurement started scanning

Mid-market and enterprise procurement teams now paste suspicious cold emails and proposal cover letters into a detector before forwarding to the decision-maker. RevOps leaders do the same when filtering inbound. The first email you send is no longer the only thing that gets reviewed; the proposal attachment is too.

3. Sales managers want one number

Pipeline reviews used to involve a manager reading every cold email to spot AI flavor by instinct. That does not scale past three reps. The Authenticity Score gives the floor one consistent standard. Reps know what good looks like; managers coach on data instead of impressions.

What to scan

Outbound sequences, proposals, decks, RFPs.

Five buyer-facing surfaces where AI flavor erodes reply rates and deal velocity. Internal notes and CRM updates are forgiving; buyer-facing copy is not.

Outbound email and LinkedIn sequences

The first touch decides the sequence. Outreach, Salesloft, and Apollo cadences push the same templated structure through every step, which means a flat opener at step one usually means a flat follow-up at step three. Scan the full sequence as a batch before launch. Target an Authenticity Score above 80 on cold opens and rewrite at the sentence level on anything flagged.

Proposal, RFP, and SOW workflow

The proposal cover letter is the first page a procurement lead reads. A flat cover undermines a strong proposal underneath. AEs and sales engineers should pre-send scan the cover, the executive summary, and the RFP answer sections that lean prose-heavy. The Authenticity Score lands deals where competing responses get desk-rejected on perceived AI authorship.

Demo decks and battle cards

Multi-author content has a specific failure mode: each contributor leaves a fingerprint, and the section where one teammate dropped in AI-flavored prose drags the whole deck down. Rescan after every consolidation pass. Treat the final document as ship-ready only when the score holds across all contributors.

Account-based marketing personalization

ABM motions land or die on perceived effort. When a skeptical procurement lead questions whether outreach was written by a human, the sentence-level colour map is the proof. Send the Authenticity Score badge alongside the proposal cover when the conversation gets adversarial.

Customer success expansion plays

CS-led expansion plays use the same prose surfaces as outbound: QBR decks, renewal proposals, executive summaries. The retention motion is more forgiving than new-logo prospecting but the proposal still reads to procurement. Scan QBR decks before the customer call.

Plans & pricing

The Business tier fits SDR floors.

Use the free tier to evaluate. Business is the recommended fit for sales teams scanning 100-plus emails per week, with shared seats and REST API access. Full breakdown on the pricing page.

Free
$0/forever

 

Evaluate the detector. No card.
  • 3 scans / day
  • 5,000 chars per scan
  • Sentence-level highlights
  • Single-seat only
Start free
Starter
$7.49/month

Billed $89.88/year — Save $30

For an SDR manager testing the workflow solo.
  • 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 an individual AE or top-performing SDR.
  • Unlimited scans
  • 50,000 AI rewriter words/mo
  • File & URL upload
  • Priority support
Get Pro

Yearly billing saves 25%. View full pricing →

CRM integration

Honest scope on Salesforce, HubSpot, Pipedrive.

Where the integration lands today, where it does not, and what the API path looks like for RevOps teams that want pre-send gating enforced at the platform level.

What ships today: REST API and Chrome extension

The Chrome extension covers Gmail, Outlook web, LinkedIn, Salesloft, Outreach, and Apollo composers directly. Reps run the scan inside the compose pane they already work in. No tab-switching, no context loss. The REST API is the integration path for RevOps teams that want programmatic scans wired into CRM workflows.

What does not ship yet: native CRM plugins

There is no native Salesforce AppExchange plugin, no HubSpot Marketplace listing, and no Pipedrive marketplace integration. That is on the roadmap but not in the current release. The honest scope is: API for custom workflows, browser extension for in-composer scans, no one-click CRM install.

REST API patterns RevOps teams build

Three patterns cover most of what RevOps deployments do with the API. First, webhook on draft creation: when a rep saves a draft in Salesloft, the platform fires a webhook, the integration calls the scan endpoint, and the score writes back to the draft as a Salesforce activity. Second, sequence step gating: a Salesloft sequence step refuses to send until the scan returns above the team threshold. Third, proposal status hook: when a Salesforce opportunity moves to Proposal stage, the attached cover letter gets scanned and the score lands on the opportunity record.

Auth, rate limits, scope

Bearer token auth on the API key issued per workspace. Rate limit at 100 scans per minute on the Business tier with burst tolerance for proposal-volume spikes. SOC 2 Type II is in progress; data residency on EU customers ships in 2026. Full API documentation includes the request, response, and webhook payload shapes.

Shared workspace

SDR-by-SDR accountability without micromanagement.

Volume sales work demands per-rep visibility. The Business tier ships shared seats, named-user scan history, and role-based access so the manager coaches on rolling data rather than spot-checking individual emails.

Named seats under one Business workspace

Five team seats included on Business, additional seats billable from the workspace. Each rep logs in under the shared workspace. The VP Sales or RevOps lead controls billing and the role matrix from one dashboard. No more chasing individual subscriptions across the floor or arguing about whose card the renewal hit.

Per-rep scan history and rolling views

Every scan attributes to a named seat with the deliverable, the score, sentence highlights, and the timestamp. The sales manager pulls a 30-day rolling per-rep view. A rep drifting toward lower scores gets coaching before reply rates slide, not after the quarter closes on a missed number.

Role-based access for SDR, AE, CS, RevOps

AEs get full scan and AI rewriter access. SDRs get scan access with AI rewriter credits allocated by the team budget. CS reps get the same scope as AEs because their proposal surfaces look the same. RevOps gets admin and API access. Contract reps onboarded for a quarterly push can be removed when the engagement ends.

Pipeline review with the score in the dashboard

Weekly pipeline reviews shift from "did the rep send AI-flavored cold emails" to "what does the 30-day Authenticity Score average look like." Reps know scans are visible, which shifts behaviour upstream into drafting. Accountability gets procedural instead of punitive.

FAQ

Sales leaders frequently ask.

Why do B2B sales teams need an AI detector in 2026?
Outbound sequences pushed through Outreach, Salesloft, and Apollo are trained on AI assistance. Buyers learned to spot the patterns inside seconds and archive on sight. Pre-scanning every cold email, follow-up, LinkedIn touch, and proposal cover gives the SDR and AE one Authenticity Score standard before send. Teams that adopt it recover replies; teams that skip it watch reply rates erode quarter after quarter.
What sales content should we scan before sending?
Outbound emails, multi-step follow-up sequences, LinkedIn DMs, proposal cover letters, executive summaries on RFPs, demo decks, battle cards, and one-pagers. Anything a prospect, procurement lead, or evaluation committee reads belongs in the scan loop. Internal Slack threads and CRM notes do not.
Does TextSight integrate with Salesforce, HubSpot, or Pipedrive?
Honest scope: there is no native plugin in Salesforce AppExchange or HubSpot Marketplace yet. The REST API is the integration path. RevOps teams call the scan endpoint from CRM workflow rules, sequence step triggers, or proposal status changes. The Chrome extension covers Gmail, Outlook web, LinkedIn, Salesloft, Outreach, and Apollo composers directly so reps do not switch tabs.
How does account-based personalization use sentence-level evidence?
ABM motions land or die on perceived effort. When a skeptical prospect or procurement lead questions whether your outreach was written by a human, the per-sentence colour map is the proof. Scores attach to specific lines, not just the whole email. The AE can show the prospect a screenshot of the scan or send an Authenticity Score badge alongside the proposal cover letter.
Which tier fits an SDR team scanning 100+ emails per week?
Business at $39.99 per seat monthly or $29.99 on annual billing. It includes 100,000 AI rewriter words per month, REST API access, 5 shared team seats under one workspace, and white-label PDFs for proposal attachments. SDR floors of 4 to 20 reps usually start on Business because the API and the shared workspace pay back inside the first quarter.
How do shared team seats and per-rep history work?
Every SDR, AE, and CS rep logs in under one Business workspace. Scan history attributes each scan to a named seat with the deliverable, the score, and the timestamp. The sales manager pulls a 30-day rolling per-rep view. Coaching gets specific: opener at 58 from Tuesday, replace the templated hook with a concrete signal. Reps drift less because the scans are visible.
What is the proposal and RFP workflow?
AE drafts the cover letter and executive summary, scans before attaching to the deal stage move, and rescans on revision after legal redline. RFP responses get sentence-level evidence attached as an Authenticity Score appendix so procurement evaluators have something concrete when they question whether the response was AI-generated. The pattern lands deals where competing responses get desk-rejected.
How does multi-author handling work for demo decks and battle cards?
Sales enablement content gets edited by three or four people across product marketing, sales engineering, and the AE pod. Each contributor leaves a stylistic fingerprint. Scan the master version after every consolidation pass, rescan when an SE drops in a new section, and treat the final document as ship-ready only when the score holds across all contributors. The detector catches the section where one author's AI-flavored prose lowered the whole deck.
Related

More guides for revenue teams.

Pre-scan the next sequence. Ship outbound that replies.

Business tier with shared workspace, REST API for CRM, sentence-level evidence on proposals. First replied-to qualified meeting pays for the quarter.

Talk to sales See pricing
Shared team workspace · REST API for Salesforce, HubSpot, Pipedrive · Sentence-level evidence on every scan