Social sentiment

The 📣 Social Sentiment button in Telegram, the x intelligence panel in the Web Analyzer. It looks at the project's X (Twitter) account and scores it 0–100.

The question it answers isn't "is this bullish". It's "does this project's social presence look like a real project, or like something that was set up last Tuesday".

The four dimensions

Each worth 0–25, summing to 100.

Content (0–25)

Reads the recent posts and classifies each one — technical, announcement, community, hype, or shill — then scores the mix.

Substance scores up: build updates, releases, actual information. Noise scores down, and the tells that come with it are picked up too — posts that are all volume and no content, filler, phrasing that reads as machine-generated.

A feed that's 80% rocket emojis and "LFG" is not the same as a feed with build updates, and this dimension is where that shows up.

Activity (0–25)

Is anyone home? Posting cadence, how recently the last post went out, and whether the pattern is consistent or a burst followed by silence.

Silent for weeks scores badly. So does only posting in bursts — that's a campaign, not a project.

Engagement (0–25)

Replies, likes and reposts relative to follower count. The key ratio is views-to-followers: an account with 50,000 followers and 200 views a post has bought them, and the number is unambiguous about it.

Engagement that's all reposts and no original conversation is penalised too.

Trust (0–25)

The account itself. Account age is the big input — a two-week-old account with 100K followers is telling you something. Also: verification, the follower/following relationship, how much of the feed is original, and whether the profile has the general shape of a throwaway.

Reading the result

The card gives you the total, the four sub-scores with a coloured dot and a plain word each, the account age tier, follower stats, and any warnings that tripped.

Treat this as a filter, not a signal. A high score doesn't mean buy — plenty of well-run projects go to zero. A low score means the social footprint doesn't support the market cap, which is worth knowing before you size a position.

Practical notes

• Results are cached per handle for a while. Hammering the button won't get you fresher numbers.

• It reads a window of recent posts. This is a snapshot, not an archive.

• It reads only the public profile the token links to. If a token has no X account attached, there's nothing to score.

• If the feature isn't available on this instance, the button and the panel simply don't exist, rather than appearing and failing.

Both surfaces produce the same result from the same analysis — the browser panel isn't a separate implementation.