Attensira

Attensira is an AI agent crew for answer engine optimization. It tracks buyer questions across ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews, then drafts articles, page fixes, pull requests, outreach pitches and community replies for your approval, measuring the effect of each change per engine.

Attensira is a workspace of AI agents that handles answer engine optimization for a brand. Instead of showing a dashboard of missed citations and leaving the repair work to you, it runs the whole loop: read the answers, find the gaps, draft the fixes, ship them, and measure the effect. The crew is led by a Chief of staff agent and includes Researcher, Analyst, Writer, Copywriter, Designer, Web engineer, Outreach, Community, Video and Ads strategist roles. In practice the system asks for your site, your goals and your rivals, then builds projects around each surface you want to win, such as a website, blog, YouTube channel or LinkedIn presence. Every day it queries ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews with the questions buyers ask, across the countries and languages you sell in. It reports who gets named instead of you, which third-party pages those answers lean on, and whether the sentiment and claims about your brand are accurate. Lost answers are ranked, and each one worth winning gets a plan. Production work then flows into a single inbox for approval. Writers draft answer blocks and articles in your brand voice, grounded in your product pages and sourced from pages the engines already trust. The Web engineer opens labelled GitHub pull requests or CMS drafts in Shopify, Webflow or Notion. Outreach pitches publications the answers cite, and Community drafts replies for you to post yourself. Anything containing a price, number or name waits for your explicit yes, and drafts never publish on their own. The Analyst re-reads answers before and after each change and reports movement per engine with sample sizes, so noise gets reported as no change. Goals tie to GA4 and Search Console rather than vanity counts. The natural comparison is monitoring software (cheaper, but you still do the work) and agency retainers (people, but slow and opaque). Attensira sits between them as a software layer billed in credits for work performed. It suits in-house marketing and SEO leads at small and mid-sized SaaS or ecommerce companies who can review drafts daily; teams with no one available to approve work will bottleneck quickly.