Data current to · 190 of 431 items classified · Methodology
Theme taxonomy
What retail is talking about, and how mature it is
Every article and podcast episode is mapped onto a fixed set of 15 retail themes. Each theme is then scored across a rolling 84-day window against the 84 days before it, weighting coverage by who is speaking: operator voices count more than vendor announcements.
190 of 431 items classified. See where operators and the trade press disagree or export these classifications as CSV or PDF.
How to read the stages
- Emerging
- Low but rising volume, mostly vendor and analyst voices. Early signal.
- Peaking
- Sharp volume acceleration. Loud right now — watch for hype outrunning adoption.
- Mainstream
- High, steady volume with real operator voices. Table stakes.
- Declining
- Volume falling against the previous window. Attention is moving elsewhere.
Filter
Maturity stage
Speaker type — rescores every theme using only these voices
Themes by recent volume
Leadership & strategy
PeakingExecutive moves, M&A, expansion, restructuring and corporate strategy.
Volume up 67% on the previous window.
- Items
- 112
- Trend
- 60 recent vs 38 prior
- Growth
- 1.67x
- Operator voice
- 20%
- Vendor-led
- 5%
- Voices
- Operator voice 20 · Trade press 84 · Vendor 6 · Promotional 2
Brand & marketing
PeakingPositioning, storytelling, campaigns and brand building.
Volume up 104% on the previous window.
- Items
- 105
- Trend
- 57 recent vs 30 prior
- Growth
- 2.04x
- Operator voice
- 16%
- Vendor-led
- 0%
- Voices
- Operator voice 15 · Trade press 86 · Vendor 2 · Promotional 2
Store experience & design
PeakingPhysical store formats, concepts, design and in-store service.
Volume up 116% on the previous window.
- Items
- 78
- Trend
- 44 recent vs 20 prior
- Growth
- 2.16x
- Operator voice
- 18%
- Vendor-led
- 5%
- Voices
- Operator voice 16 · Trade press 58 · Vendor 4
Consumer demand & value
PeakingShopper behaviour, trading updates, discounting and cost of living.
Volume up 86% on the previous window.
- Items
- 70
- Trend
- 37 recent vs 21 prior
- Growth
- 1.86x
- Operator voice
- 24%
- Vendor-led
- 0%
- Voices
- Operator voice 12 · Trade press 57 · Vendor 1
AI in operations
EmergingForecasting, pricing, planning and back-office automation powered by AI.
Small but present: 31 items recently.
- Items
- 75
- Trend
- 31 recent vs 30 prior
- Growth
- 1.01x
- Operator voice
- 13%
- Vendor-led
- 16%
- Voices
- Operator voice 8 · Trade press 53 · Vendor 12 · Promotional 2
Supply chain & fulfilment
PeakingSourcing, inventory, warehousing, logistics and fulfilment economics.
Volume up 78% on the previous window.
- Items
- 19
- Trend
- 12 recent vs 6 prior
- Growth
- 1.78x
- Operator voice
- 0%
- Vendor-led
- 17%
- Voices
- Operator voice 1 · Trade press 16 · Vendor 2
Quick commerce & delivery
PeakingRapid delivery, marketplaces for immediacy and last-mile models.
Volume up 940% on the previous window.
- Items
- 13
- Trend
- 10 recent vs 1 prior
- Growth
- 10.4x
- Operator voice
- 10%
- Vendor-led
- 0%
- Voices
- Operator voice 1 · Trade press 11 · Vendor 1
Loyalty & personalisation
EmergingMembership, loyalty schemes, CRM and personalised offers.
Small but present: 7 items recently.
- Items
- 18
- Trend
- 7 recent vs 9 prior
- Growth
- 0.93x
- Operator voice
- 29%
- Vendor-led
- 0%
- Voices
- Operator voice 2 · Trade press 13 · Vendor 2 · Promotional 1
Shrink & loss prevention
EmergingTheft, shrink, safety and the technology used to reduce them.
Small but present: 6 items recently.
- Items
- 10
- Trend
- 6 recent vs 4 prior
- Growth
- 1.48x
- Operator voice
- 33%
- Vendor-led
- 17%
- Voices
- Operator voice 3 · Trade press 6 · Vendor 1
Payments & checkout
PeakingPayment methods, frictionless checkout, credit and wallets.
Volume up 1150% on the previous window.
- Items
- 8
- Trend
- 5 recent vs 1 prior
- Growth
- 12.5x
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Trade press 6 · Vendor 1 · Promotional 1
Resale & circularity
EmergingResale, rental, repair, returns recovery and sustainability commitments.
Small but present: 3 items recently.
- Items
- 8
- Trend
- 3 recent vs 2 prior
- Growth
- 1.13x
- Operator voice
- 0%
- Vendor-led
- 33%
- Voices
- Operator voice 3 · Trade press 4 · Vendor 1
Workforce & frontline
DecliningStore colleagues, scheduling, training and frontline technology.
Weighted volume down 57% against the previous window.
- Items
- 8
- Trend
- 2 recent vs 4 prior
- Growth
- 0.43x
- Operator voice
- 0%
- Vendor-led
- 50%
- Voices
- Trade press 6 · Vendor 2
Social & creator commerce
EmergingTikTok Shop, livestreaming, influencers and creator-led brands.
Small but present: 2 items recently.
- Items
- 5
- Trend
- 2 recent vs 1 prior
- Growth
- 2x
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 1 · Trade press 4
Agentic commerce
DecliningAI agents and assistants that search, recommend or buy on the shopper's behalf.
Weighted volume down 75% against the previous window.
- Items
- 6
- Trend
- 1 recent vs 4 prior
- Growth
- 0.25x
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 1 · Trade press 5
Retail media & store-as-media
EmergingRetail media networks, on-site advertising and monetising audiences.
Small but present: 1 item recently.
- Items
- 2
- Trend
- 1 recent vs 1 prior
- Growth
- 1x
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Trade press 2