Sources and proof status

This page documents the sources Talkstead uses for important public claims and the proof assets approved for customer evidence, operational evidence, and SEO/GEO content.

Source registry

Receptionists: Occupational Outlook Handbook

U.S. Bureau of Labor Statistics · official · checked May 22, 2026

Open source

Receptionist wage, employment, and role baseline.

Use for payroll comparison baselines. Do not imply benefits, taxes, turnover, or after-hours coverage are included in the median wage.

The future's calling: Why business communications software is the key to unlocking growth

CallRail · third-party · checked May 22, 2026

Open source

Small-business call handling and voicemail leakage context.

Use as market context, not as Talkstead customer performance proof.

3 Call Analytics Tools to Shorten Your Lead Response Time

CallRail · third-party · checked May 22, 2026

Open source

Speed-to-lead and response-time context.

Use for response-time urgency. Avoid turning this into a guaranteed conversion claim.

Creating helpful, reliable, people-first content

Google Search Central · official · checked May 22, 2026

Open source

Editorial quality standard for helpful content.

Use internally and on policy pages to explain content standards.

General structured data guidelines

Google Search Central · official · checked May 22, 2026

Open source

Structured data accuracy and visibility requirements.

Use for schema governance. Schema must match visible page facts.

Overview of OpenAI Crawlers

OpenAI · official · checked May 22, 2026

Open source

OpenAI crawler names and robots policy.

Use for robots.txt crawler support, including OAI-SearchBot.

Talkstead customer proof dataset

Talkstead · first-party · checked May 22, 2026

Open source

Approved first-party customer outcomes, testimonials, call volumes, jobs booked, and revenue attributed to AI-handled calls.

Use only with the public/anonymized status approved by the customer. Do not imply every customer receives the same outcome.

Talkstead operational process notes

Talkstead · first-party · checked May 22, 2026

Open source

Talkstead setup, call-flow design, testing, review cadence, escalation rules, and post-launch tuning.

Use for first-hand operational detail. Keep performance claims separate from process claims unless tied to approved customer proof.

Smith.ai AI Receptionist

Smith.ai · competitor · checked May 22, 2026

Open source

Smith.ai positioning, pricing model, human escalation, and feature claims.

Use only for claims visible on Smith.ai's public page. Re-check quarterly.

Ruby plans and pricing

Ruby · competitor · checked May 22, 2026

Open source

Ruby virtual receptionist plan and pricing model.

Use only for public plan/pricing claims. Re-check quarterly.

Goodcall pricing

Goodcall · competitor · checked May 22, 2026

Open source

Goodcall plan pricing, unique customer model, and feature limits.

Use only for public pricing and plan limits. Re-check quarterly.

My AI Front Desk pricing

My AI Front Desk · competitor · checked May 22, 2026

Open source

My AI Front Desk public pricing and self-serve positioning.

Use only for public pricing and feature claims. Re-check quarterly.

How AI is Used in Automotive Dealerships in 2026

Numa · competitor · checked May 23, 2026

Open source

Numa positioning around dealership AI, service-lane communication, SMS, voice, and internal messaging.

Use for automotive/dealership fit claims. Do not generalize Numa positioning to non-automotive buyers without source support.

Agent Front Desk AI Receptionist

Agent Front Desk · competitor · checked May 23, 2026

Open source

Agent Front Desk public positioning, founder-pricing language, and AI receptionist claims.

Use only for public homepage claims. Promotional pricing and offer scope should be rechecked before quoting specifics.

Proof registry

Approved customer testimonials

Public anonymized

Three approved customer testimonials are available. Dustyn/Prestige is approved as public first-name and business-name proof. James and Jackson are approved for first-name attribution with anonymized business context.

Allowed uses: Homepage proof, Product-page testimonials, Pricing proof, Relevant industry pages, Case-study quote sections.

Restricted uses: Full-name customer attribution without additional approval, James or Jackson company-name attribution without additional approval, Review schema markup, Claims that imply guaranteed outcomes.

Case-study outcomes

Public anonymized

Three customer case studies are approved for publication with first-name attribution. Prestige Cleaning Solutions is approved by business name; the HVAC and water systems studies should use anonymized business context.

Allowed uses: Indexed case studies, Blog evidence blocks, Comparison-page proof sections, Industry-page examples.

Restricted uses: Full-name attribution without additional approval, James or Jackson company-name attribution without additional approval, Unqualified guarantees, Industry-wide benchmark claims.

First-party operational notes

Verified

Approved first-party notes describe Talkstead setup, website data ingestion, workflow design, internal testing, weekly call review, monthly client feedback, and escalation customization.

Allowed uses: Editorial policy, Article operator-note blocks, About page, Comparison-page workflow sections, Product-page setup sections.

Restricted uses: Specific performance claims without data.

Related policy pages