Last updated 14 September 2026
One distinction first, because every product in this space now calls itself an AI marketing OS: most of them are tools you operate, and Omnivisum is a team that runs every night on its own servers against your real accounts, then reports what changed. The table below is about features; that difference is about who does the work.
Read on 16 September 2026 from each product's own public pages. A tick means the product offers it as described on those pages; "partly" means some of it; a blank means not offered or not stated. Prices are what they publish; check theirs before you decide. If we have something wrong, write to support and it is corrected.
| What it does | Omnivisum | Sight AI | Semrush Content Toolkit | Snezzi | Otterly | Profound | Birdeye |
|---|---|---|---|---|---|---|---|
| Measures whether ChatGPT, Gemini, Perplexity, Claude, Grok and Google AI Mode name you | ✓ | ✓ | partly | ✓ | ✓ | ✓ | · |
| Flags a wrong claim an assistant makes about you, and drafts the page that corrects it Profound alerts on misinformation; the correcting page is ours. | ✓ | · | · | · | · | partly | · |
| Finds what your buyers search, from real volumes | ✓ | ✓ | ✓ | ✓ | · | · | · |
| Writes articles and pages, in the shape your kind of business needs | ✓ | ✓ | ✓ | ✓ | · | · | · |
| Publishes to WordPress, Webflow, Shopify, Ghost Semrush publishes to WordPress. Sight AI also does Framer and Wix; we do not yet. | ✓ | ✓ | partly | partly | · | · | · |
| Hosts your pages when you have no website, on your own subdomain | ✓ | · | · | · | · | · | · |
| Replies to Google reviews, and asks your customers for them by email | ✓ | · | · | · | · | · | ✓ |
| Posts weekly updates on your Google Business Profile | ✓ | · | · | · | · | · | ✓ |
| Posts to your company pages and answers comments | ✓ | · | · | · | · | · | partly |
| Tells Bing about every new page the moment it is published IndexNow, for pages we host; WordPress has its own switch. | ✓ | · | · | · | · | · | · |
| Writes a weekly note to your subscribers, and collects them | ✓ | · | · | · | · | · | · |
| Reaches other sites for links and mentions | ✓ | partly | · | ✓ | · | · | · |
| Nothing goes out without your approval; autopilot is earned, per channel Snezzi's editors review; Sight AI sells autopilot as a tier. | ✓ | partly | · | ✓ | · | · | · |
| A spending cap the platform enforces, and every cost shown | ✓ | · | · | · | · | · | · |
| A plan for your kind of business: clinic, shop, SaaS, agency, freelancer | ✓ | · | · | · | · | · | · |
| Writes in your customers' language (35 languages) | ✓ | partly | partly | · | · | · | · |
| Published price | Free during early access. Plans priced for Indian and global small businesses when billing opens. | $49 to $199 a month (autopilot on the $199 tier). | $60 a month for 5 articles; $30 for 10 more. | About $999 a month, fully managed. | From $29 a month, monitoring only. | From $250 a month. | On request. |
The trackers (Otterly, Profound) tell you whether AI assistants name you. The content platforms (Sight AI, Semrush) write and publish articles. Snezzi does it for you with people, at an agency price. Birdeye is built around reviews and listings for local businesses. Omnivisum does the measuring and the doing, for the whole of a small business's presence, with you approving what speaks in your name, and a cap on what it may spend.
Where they are ahead of us today: Sight AI publishes to Wix and Framer and styles its own visuals; Birdeye sends review requests by SMS. Both are on our list.