Data current to · 484 of 484 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.
484 of 484 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
DecliningExecutive moves, M&A, expansion, restructuring and corporate strategy.
Weighted volume down 60% against the previous window.
- Items
- 178
- Trend
- 27 recent vs 69 prior
- Growth
- 0.4x
- Operator voice
- 19%
- Vendor-led
- 7%
- Voices
- Operator voice 37 · Trade press 124 · Vendor 13 · Promotional 4
Brand & marketing
DecliningPositioning, storytelling, campaigns and brand building.
Weighted volume down 75% against the previous window.
- Items
- 189
- Trend
- 17 recent vs 69 prior
- Growth
- 0.25x
- Operator voice
- 12%
- Vendor-led
- 0%
- Voices
- Operator voice 28 · Trade press 148 · Vendor 10 · Promotional 3
AI in operations
DecliningForecasting, pricing, planning and back-office automation powered by AI.
Weighted volume down 80% against the previous window.
- Items
- 139
- Trend
- 12 recent vs 53 prior
- Growth
- 0.2x
- Operator voice
- 8%
- Vendor-led
- 42%
- Voices
- Operator voice 15 · Trade press 89 · Vendor 32 · Promotional 3
Store experience & design
DecliningPhysical store formats, concepts, design and in-store service.
Weighted volume down 79% against the previous window.
- Items
- 151
- Trend
- 11 recent vs 48 prior
- Growth
- 0.21x
- Operator voice
- 9%
- Vendor-led
- 9%
- Voices
- Operator voice 28 · Trade press 111 · Vendor 12
Consumer demand & value
DecliningShopper behaviour, trading updates, discounting and cost of living.
Weighted volume down 78% against the previous window.
- Items
- 136
- Trend
- 11 recent vs 45 prior
- Growth
- 0.22x
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 18 · Trade press 112 · Vendor 5 · Promotional 1
Supply chain & fulfilment
Insufficient evidenceSourcing, inventory, warehousing, logistics and fulfilment economics.
Only 9 items in this theme (need 10); no maturity stage assigned.
- Items
- 36
- Trend
- 9 recent vs 7 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 22%
- Voices
- Operator voice 5 · Trade press 24 · Vendor 7
Quick commerce & delivery
Insufficient evidenceRapid delivery, marketplaces for immediacy and last-mile models.
Only 5 items in this theme (need 10); no maturity stage assigned.
- Items
- 25
- Trend
- 5 recent vs 5 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 3 · Trade press 21 · Vendor 1
Payments & checkout
Insufficient evidencePayment methods, frictionless checkout, credit and wallets.
Only 4 items in this theme (need 10); no maturity stage assigned.
- Items
- 16
- Trend
- 4 recent vs 2 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 2 · Trade press 11 · Vendor 2 · Promotional 1
Resale & circularity
Insufficient evidenceResale, rental, repair, returns recovery and sustainability commitments.
Only 3 items in this theme (need 10); no maturity stage assigned.
- Items
- 23
- Trend
- 3 recent vs 1 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 33%
- Voices
- Operator voice 5 · Trade press 16 · Vendor 2
Shrink & loss prevention
Insufficient evidenceTheft, shrink, safety and the technology used to reduce them.
Only 3 items in this theme (need 10); no maturity stage assigned.
- Items
- 14
- Trend
- 3 recent vs 7 prior
- Growth
- —
- Operator voice
- 33%
- Vendor-led
- 33%
- Voices
- Operator voice 3 · Trade press 9 · Vendor 2
Loyalty & personalisation
Insufficient evidenceMembership, loyalty schemes, CRM and personalised offers.
Only 2 items in this theme (need 10); no maturity stage assigned.
- Items
- 48
- Trend
- 2 recent vs 11 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 5 · Trade press 26 · Vendor 16 · Promotional 1
Workforce & frontline
Insufficient evidenceStore colleagues, scheduling, training and frontline technology.
Only 2 items in this theme (need 10); no maturity stage assigned.
- Items
- 19
- Trend
- 2 recent vs 6 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 50%
- Voices
- Operator voice 2 · Trade press 13 · Vendor 4
Social & creator commerce
Insufficient evidenceTikTok Shop, livestreaming, influencers and creator-led brands.
Only 1 item in this theme (need 10); no maturity stage assigned.
- Items
- 15
- Trend
- 1 recent vs 1 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 1 · Trade press 13 · Vendor 1
Agentic commerce
Insufficient evidenceAI agents and assistants that search, recommend or buy on the shopper's behalf.
Only 0 items in this theme (need 10); no maturity stage assigned.
- Items
- 8
- Trend
- 0 recent vs 5 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Operator voice 1 · Trade press 6 · Vendor 1
Retail media & store-as-media
Insufficient evidenceRetail media networks, on-site advertising and monetising audiences.
Only 0 items in this theme (need 10); no maturity stage assigned.
- Items
- 3
- Trend
- 0 recent vs 3 prior
- Growth
- —
- Operator voice
- 0%
- Vendor-led
- 0%
- Voices
- Trade press 3