Connectors

How to refresh

The sources PreListen reads for Conexeu Sciences, and what each still needs. Nothing listed here is a placeholder: a source is read, read by hand, or not connected.

Key takeaway

5 of 9 sources are read automatically. Social profiles is a dated hand read. 3 need keys or client OAuth, so they show no figure anywhere.

Supporting data

5 live sources, no keys needed
1 hand-read snapshots
3 not connected
20 of 20 Google News queries returned in the last read

What we’re doing

Get the keys and OAuth for AI engines, Google Search Console + GA4, LinkedIn + Instagram (owned).

Sources

Status as of the latest refresh. Dates are when each source was last read.

SourceWhat it coversStatusLast readWhat it needs

Google News
news.google.com/rss Headlines for 14 brands and 6 topics, 90 days Live Nov 12 2026 Nothing. Re-read by npm run refresh and before every build.

conexeu.com crawl
www.conexeu.com/sitemap.xml 62 sitemap pages: SEO basics and the claims scan Live Nov 12 2026 Nothing. Re-read by npm run refresh and before every build.

PubMed
pubmed.ncbi.nlm.nih.gov 4 research queries, newest papers Live Nov 12 2026 Nothing. Re-read by npm run refresh and before every build.

ClinicalTrials.gov
clinicaltrials.gov 3 study queries Live Nov 12 2026 Nothing. Re-read by npm run refresh and before every build.

openFDA
open.fda.gov/apis/device/510k 510(k) decisions for comparable devices, 3 years Live Nov 12 2026 Nothing. Re-read by npm run refresh and before every build.

AI engines 8 target queries across ChatGPT, Gemini, Perplexity, Claude, AI Overviews Not connected — Needs API keys
Unlocks: AI visibility

Google Search Console + GA4 Queries, rankings, AI referral traffic Not connected — Needs client OAuth
Unlocks: Organic visibility

LinkedIn + Instagram (owned) Live followers, posts, comments Not connected — Needs client OAuth
Unlocks: Followers

Live sources are public and need no keys. Refresh with npm run refresh; a production build refreshes first and keeps the previous snapshot for any source that fails.KPI definitions

Google News, last read

One query per brand and per topic over 90 days. Returned is what Google sent; kept is what matched the brand or topic pattern after de-duplication.

Queries

QueryStatusReturnedKept

Conexeu ok 24 23

Aroa Biosurgery ok 28 23

Integra LifeSciences ok 70 64

MiMedx ok 33 33

Organogenesis ok 42 32

Sanara MedTech ok 19 16

MTF Biologics (Renuva) ok 3 0

Kerecis (Coloplast) ok 17 7

Galderma ok 68 61

Allergan Aesthetics ok 24 19

Merz Aesthetics ok 20 15

Evolus ok 54 50

CollPlant ok 49 46

Establishment Labs ok 39 36

topic:glp1 ok 45 44

topic:biostim ok 23 15

topic:ecm ok 26 18

topic:wound ok 26 17

topic:breast ok 81 74

topic:filler ok 30 20