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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Siguru AI just got measured.
5/10 means Siguru AI is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
Accelerate MLR approval from months to days
Category: Technology
siguru.ai3
Structured Data
7
Content Structure
5
Entity Clarity
6
E-E-A-T Signals
6
Technical AEO
3
AI Discoverability
Who typically uses Siguru AI?
Siguru AI has the greatest impact when it is used across the entire MLR lifecycle. From marketing teams that are creating and developing content, through to medical teams within the review and sign off process. Anywhere that compliance in promotional materials touches, Siguru can optimise. Book a demo today to find out how AI could benefit your MLR process.
Does Siguru AI replace medical or compliance sign-off?
No – Siguru doesn’t replace medical or compliance sign-off. All final approval decisions remain with your designated signatories. Siguru AI supports the review process by reducing friction and repetition, supporting the human to make the decision. Siguru is here to act as an assistant to your team, enabling faster reviews, surfacing compliance risk in seconds and saving time across the entire MLR process.
What types of content can be reviewed?
You can review any type of material, including live or staging websites, PDFs, e-details, email, imagery, speaker decks and video transcripts. Digital content has rapidly increased in development over the last 5 years, but the MLR process hasn’t kept up. Book a demo with Siguru to find out more information about how it works.
How long does it take to implement?
Siguru has been built for an efficient implementation process. Having been built by a team of entrepreneurs that have experience in launching successful campaigns. Siguru takes care of configuring the AI to your systems (with data security at the forefront), onboarding your team through to ongoing technical and product support as we go live. Find out more by booking a demo with Siguru to discuss how it could be implemented in your company.
Does Siguru AI work with our existing SOPs and workflows?
Yes – Siguru AI is configured to support your existing SOPs and approval processes. Where the vast majority of AI projects fail is due to it not fitting seamlessly into workflows or existing procedures. Siguru ensures that there is no disruption to your team’s daily workflow, and due to the intuitive nature of how it’s been built, your team can get the benefit instantly.
Can Siguru AI be used across regions and markets?
As of present, Siguru is available to the ABPI code and live in the UK. Siguru is launching into global codes and further jurisdictions in the next quarter. Our team have experience of building companies that have scaled across 127 countries, and we’ve set out to do the same again.
Is Siguru AI secure?
Siguru AI is built with security controls designed for highly regulated pharmaceutical organisations. Data protection and access controls are in place, with ISO27001 currently in progress.
How does a pilot work?
Pilot Siguru AI before making any significant commitment. This enables you to see the value before investing further. Pilots are customised to the client, with a tailored pilot scorecard to determine the return on investment during a set period. Click on the ‘Start Pilot’ for us to kick off the initial process.
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Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/siguru-ai
Cite this score: Engagemii (2026). "AEO Score for Siguru AI." Retrieved from https://engagemii.com/aeo/brands/siguru-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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