AI-assisted analysis
Automatic categories or sentiment can help organise eligible material. A person still needs to check context before treating the output as evidence or responding.
A little clarity, coming into focus.

Start with the review model, not the longest feature list. This is a limited, source-linked buying guide with clear boundaries—not a scored or exhaustive market ranking.
We considered UmmahSignal and the three vendors already covered in our Brand24, Mention and Awario comparison. This page uses that published evidence, checked against the linked official pricing pages on 26 October 2026. It includes Brand24 and Awario alongside a separate disclosure of our own product; it does not introduce a new set of unverified vendor claims.
No tool was assessed hands-on for this page. We did not measure result completeness, sentiment accuracy, reliability, support quality or value for money. The order is editorial and the table is not a performance ranking.
Mention was considered, but is not an entry here: the existing comparison does not establish its review model, and a numeric price was not verified. That is an evidence limit, not a judgement that the product lacks a capability. Use the existing comparison and ask the vendor about your requirements.
Monitoring helps a team notice an item. Listening means reviewing permitted evidence and choosing a useful question or next step. A tool can help organise the work without making public posts a complete picture of your customers; our social listening vs social monitoring guide explains the distinction.
Automatic categories or sentiment can help organise eligible material. A person still needs to check context before treating the output as evidence or responding.
A teammate reads the source and decides what matters. Search and filtering can support that review without establishing an automated triage capability.
The same workspace can have different processing permissions by source. In UmmahSignal, eligible X content can have AI assistance; YouTube remains private manual review.
The labels below describe the workflow supported by the limited facts on this page. “Human review of search results” does not assert that a vendor has no AI features. Where automated triage could not be established within the published evidence, it is marked Not verified.
This is our product, presented before the third-party entries so you can assess the publisher’s interest. It has no score or rank number.
social listening softwarePeople review source context. AI-assisted triage is limited to eligible X content. X and YouTube collection is live only in activated eligible beta workspaces on scheduled, bounded scans.
YouTube is a private inbox for manual review only: no AI triage, aggregate analytics, REST/MCP, CSV export or external alerts. Reddit collection is disabled pending written commercial approval; LinkedIn and Meta remain approval-dependent.
Starter $29, Pro $99 and Scale $299 USD, on monthly billing. Source: published plans and limits, checked . This is the published catalogue, not activation of a source or an automatic paid signup.
Access is invite-only beta; no card is needed to request access. Read the YouTube and Reddit coverage before choosing a workflow.
These entries are not ranked. On a small screen, scroll the comparison within its frame.
| Tool | Review workflow considered | Monthly entry price | Scope to check |
|---|---|---|---|
| UmmahSignalPublisher’s own product | Human review; eligible X AI assistance | From $29 USD / monthOfficial price source | Activated eligible beta; X and YouTube have different processing permissions. |
| Brand24 | AI-assisted analysis with human interpretation | $249 USD / monthOfficial price source | Social and web scope, entry-plan limits and the exact sources your work requires. |
| Awario | Human review of search resultsAutomated triage: Not verified. | $49 USD / monthOfficial price source | Social and web scope, entry-plan limits and the exact sources your work requires. |
Brand24 combines social and web monitoring with AI sentiment analysis on Individual. Our classification is AI-assisted: a person still needs to interpret the source.
Awario’s topic-based social and web search supports Boolean queries. We consider human review of those results; automated triage is Not verified here, which does not mean it is absent.
This is not an independent review, a hands-on assessment or a full market survey. It does not guarantee pricing, source access, retention, availability, accuracy or permission to use collected material. Vendor mention allowances are not equivalent evidence sets.
We make no additional claim about a competitor’s Reddit or YouTube coverage here. Confirm the content type, authorisation, deletion handling and downstream permissions directly with the vendor. For UmmahSignal, Reddit collection remains disabled and YouTube’s private manual-review restrictions apply on every plan.