Temso AI
(https://www.temso.ai) 📸 Data Snapshot: September 2, 2026Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.
Trust theatre is low due to the presence of verified proof points and external validation metrics. The site reports a review_count of 29 and cites a 4.8 G2 Rating, providing names of specific founders like Stella Hinderer (Sun Matters) and Roberto Guerra (RevenueHub) rather than anonymous testimonials. While some review counts on sub-pages are displayed without proof_links_count = 0 in the automated metadata, the textual content provides ‘Read case study’ prompts that link to specific, named outcomes, satisfying the proof requirement.
The proof density is high, with the homepage and sub-pages featuring a consistent carousel of named client logos and specific case study summaries. Each module (Analytics, Content, Audits) is paired with a case study (e.g., Doctorflix for the Temso Agent, Papora for visibility doubling). The ratio of verifiable evidence (named people, specific percentage gains, technical protocols) to vague assertions is approximately 4:1.
Trust & Proof is read by weighing trust language against real verification. Below is the page-by-page tally of review mentions and external proof links, then the schema markup that may (or may not) declare verifiable ratings and identity proof.
🛡️ Trust Signals — reviews, proof links, trust-theatre check
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 29 | 2 |
| /contact/ | 3 | 1 |
| /ai-search-analytics/ | 25 | 2 |
| /content-marketing/ | 27 | 2 |
| /website-audits/ | 25 | 2 |
| /integrations/ | 6 | 1 |
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Temso AI",
"url": "https://www.temso.ai",
"logo": "/uploads/logo-no-text.svg"
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Temso AI",
"url": "https://www.temso.ai"
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "Do I need an in-house SEO or AEO expert to use Temso?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>No. Temso's agent does the strategic work; you bring the brand context.</p><p>When you connect Temso, the agent learns your brand, your competitors, and your goals, then runs the AEO playbook for you: tracking visibility across ChatGPT, Gemini, Claude, and Google AI Overview, identifying which buyer prompts matter most for your category, and producing the content, outreach, and on-page work needed to move the needle.</p><p>You stay in the loop where it counts (approving actions, setting guardrails). You don't need to know what passage ranking, prompt clustering, or citation graphs are. That's the agent's job.</p><p>Lean marketing teams are exactly who we built this for. If you already have an SEO lead, Temso makes them faster. If you don't, you don't need to hire one.</p>"
}
},
{
"@type": "Question",
"name": "What if my brand has zero AI visibility today?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>That's the most common starting point, and it's the best time to act.</p><p>AI search rankings are never locked in. Models re-rank on rolling windows, so the visibility leaderboard in your category is constantly up for grabs. Show up in the right answers consistently and you climb fast, no matter where you start from.</p><p>Starting from zero is fine. Starting now is what matters.</p>"
}
},
{
"@type": "Question",
"name": "How is Temso different from Peec AI, Profound, and Semrush?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>Most tools in this space stop at the report. Temso is the only one that gives you a finished action plan and an agent that executes it.</p><ul><li><strong>vs Peec AI:</strong> Peec gives you a clean visibility dashboard. Temso gives you the dashboard plus an agent that drafts content, runs outreach, and ships on-page optimizations within guardrails you set. <a href=\"/temso-ai-vs-peec-ai\">See full comparison</a></li><li><strong>vs Profound:</strong> Profound is built for enterprise budgets and large analytics teams. Temso runs the same engine for lean teams starting at $89 a month, with execution baked in. <a href=\"/temso-ai-vs-profound\">See full comparison</a></li><li><strong>vs Semrush:</strong> Semrush is a traditional SEO suite that bolted AI features on top. Temso is AI-search native: multi-LLM coverage by default, agent-led execution, and pricing that doesn't assume you have a full marketing department. <a href=\"/temso-ai-vs-semrush\">See full comparison</a></li></ul><p>If all you want is a dashboard, there are cheaper options. If you want the work done, Temso is the only one.</p>"
}
},
{
"@type": "Question",
"name": "How fast will I see results?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>You'll see signal in days. You'll see meaningful movement in weeks.</p><ul><li><strong>5 minutes</strong> to connect Temso and run your first AI visibility scan.</li><li><strong>Day 1:</strong> a tailored action plan, ranked by impact and tied to real buyer prompts.</li><li><strong>Week 1:</strong> first agent-executed actions ready to publish.</li><li><strong>Weeks 2 to 6:</strong> measurable visibility lift, because AI engines re-crawl and re-rank on rolling windows.</li></ul>"
}
}
]
}
]
/contact/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Temso AI",
"url": "https://www.temso.ai",
"logo": "/uploads/logo-no-text.svg"
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Temso AI",
"url": "https://www.temso.ai"
}
]
/ai-search-analytics/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Temso AI",
"url": "https://www.temso.ai",
"logo": "/uploads/logo-no-text.svg"
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Temso AI",
"url": "https://www.temso.ai"
}
]
/content-marketing/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Temso AI",
"url": "https://www.temso.ai",
"logo": "/uploads/logo-no-text.svg"
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Temso AI",
"url": "https://www.temso.ai"
}
]
/website-audits/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Temso AI",
"url": "https://www.temso.ai",
"logo": "/uploads/logo-no-text.svg"
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Temso AI",
"url": "https://www.temso.ai"
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What does Temso audit?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>Temso checks the technical and content health of every page: speed, crawlability, broken links, structured data, and how well each page answers what buyers ask AI. It also tracks which AI bots crawl your site, so you know what is actually being seen.</p>"
}
},
{
"@type": "Question",
"name": "Why connect my CDN logs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>Your CDN logs are the ground truth for which bots hit your site and when. Connecting them lets Temso show real AI crawler activity from ChatGPT, Claude, Gemini, and more, instead of estimates, so you can tell whether your pages are being crawled and cited.</p>"
}
},
{
"@type": "Question",
"name": "Do I need to be technical?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>No. Connecting your CDN and running a crawl takes a few clicks, and Temso turns the findings into plain-language fixes and recommendations anyone on your team can act on. The agent handles the technical work for you.</p>"
}
},
{
"@type": "Question",
"name": "Which bots does Temso track?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>Any bot that hits your site. Because Temso reads your CDN logs, it captures every crawler that visits, then groups them by purpose (AI training, search index, citation) and highlights the ones that matter for AI search, like GPTBot, ClaudeBot, Gemini, and Bingbot.</p>"
}
},
{
"@type": "Question",
"name": "Is this different from a traditional SEO audit?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>Yes. Traditional audits optimize for blue-link rankings. Temso audits your site for AI search, making sure agents can crawl, understand, and cite your pages, and pairs technical checks with content quality, since both decide whether you show up in AI answers.</p>"
}
}
]
}
]
/integrations/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Temso AI",
"url": "https://www.temso.ai",
"logo": "/uploads/logo-no-text.svg"
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Temso AI",
"url": "https://www.temso.ai"
}
]
This page presents a snapshot of public data from Temso AI, captured on September 2, 2026, to show how machine logic reads Trust & Proof signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
Notice to Temso AI: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results are intended as professional feedback to help improve any website’s machine-readability and authority signals. The evaluation is free, and any company can request a fresh audit at any time.
Any company can use the insights for free and improve its voice. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://www.temso.ai to view the most current version of its content and see directly what this company is about and what it offers.