The raw material
One snippet. Multiplied by a million.
Every brief, score and campaign Theia produces is built from snippets — the atomic unit of market intelligence. A snippet is one thing a real customer said, extracted and structured. We hold over 1,000,000 of them, and every claim we make traces back to one.
Anatomy of a snippet
One review sentence becomes a structured, queryable, source-traceable record.
“Im Großraumbüro höre ich einfach nichts mehr — pure Konzentration.”
In the open-plan office I hear nothing at all — pure focus.
- SourceAmazon review · Germany (native German, extracted in German)
- ProductBose QuietComfort Ultra → resolved to canonical model
- Snippet typebenefit
- Canonical propertyNOISE_CANCELLATION (harmonised from “Konzentration / nichts hören”)
- Sentimentpositive (+0.82)
- Timestampsource publication date — not when the pipeline ran
20 snippets, from real markets
A sample across cameras, printers, audio and travel — five snippet types, four languages, six source types. Now multiply by a million.
“Eye-detect AF locks onto a bird in flight and just doesn't let go.”
Canon EOS R6 II
AUTOFOCUS · YouTube · UK
“Im Großraumbüro höre ich einfach nichts mehr — pure Konzentration.”
In the open-plan office I hear nothing at all — pure focus.
Bose QuietComfort Ultra
NOISE_CANCELLATION · Amazon review · DE
“Took it to my daughter's birthday and printed a photo for every parent on the spot.”
Canon SELPHY CP1500
EVENT_PRINTING · Reddit · UK
“The R8's lack of in-body stabilisation is its one real weakness against the A7C II.”
Canon EOS R8 vs Sony A7C II
IMAGE_STABILISATION · Web article · UK
“Les cartouches se vident à une vitesse folle — le coût à l'usage est élevé.”
The cartridges empty incredibly fast — the running cost is high.
Canon PIXMA TS8350
INK_COST · Amazon review · FR
“Perfect first proper camera — my partner picked it up and was filming in minutes.”
Canon EOS R50
EASE_OF_USE · YouTube · UK
“Daily train commute is bearable again — the ANC kills the rumble completely.”
Bose 700
COMMUTING · Reddit · UK
“Una delle migliori mirrorless full-frame per il fotografo ibrido.”
One of the best full-frame mirrorless for the hybrid shooter.
Canon EOS R6 II
OVERALL · Web article · IT
“If you print a lot, EcoTank's refillable tanks crush cartridge printers on cost per page.”
Epson EcoTank vs Canon PIXMA
RUNNING_COST · Web article · UK
“Call quality is fine indoors but struggles to cut wind on a busy street.”
Sony WH-1000XM5
CALL_QUALITY · YouTube · UK
“Für den Preis unschlagbar — 90% der Bose-Qualität zum halben Preis.”
Unbeatable for the price — 90% of Bose quality at half the cost.
Soundcore Space One
VALUE · Amazon review · DE
“Took it on safari — the reach and sharpness at 500mm is unreal.”
Canon RF 100-500mm
WILDLIFE_PHOTOGRAPHY · Reddit · UK
“Wore them on a nine-hour flight and forgot they were on.”
Bose QC Ultra
COMFORT · Amazon review · UK
“Full-frame for £150 less than the APS-C X-T5 — a value story Canon barely tells.”
Canon EOS R8 vs Fujifilm X-T5
PRICE_VALUE · Web article · UK
“Looks gorgeous and the 100-hour battery is genuinely absurd.”
Marshall Major V
DESIGN · Reddit · UK
“Die WLAN-Verbindung bricht ständig ab — sehr frustrierend.”
The Wi-Fi connection keeps dropping — very frustrating.
Canon PIXMA TS7450
WIRELESS_PRINTING · Amazon review · DE
“Blocks out a snoring partner without music blasting all night.”
Bose Sleepbuds II
SLEEP · Web article · UK
“45 megapixels means I can crop in hard and still deliver a billboard.”
Canon EOS R5
RESOLUTION · YouTube · UK
“Soundcore sounds great, but I still trust Bose's ANC for long-haul flights.”
Soundcore vs Bose
BRAND_TRUST · Reddit · UK
“The concierge sorted a private catamaran in an hour — that's the difference.”
Best at Travel · Barbados
LUXURY_SERVICE · Web article · UK
A dashboard gives you a number. Theia gives you the 1,000,000 customer voices behind it — structured, harmonised across languages, and traceable to source.
That repository is what every category brief, perception score and campaign is built on.
See the snippets for your market.
We'll pull a structured sample of what your customers are already saying — and what it means for your positioning.