EyeBuyDirect DTC Research · 01

EyeBuyDirect DTC Research Report

A value online eyewear platform capturing high-intent search through entry pricing, coupons, branded frames, and lens options.

Research target: https://www.eyebuydirect.com/. This page is split into configurable sections and supports Simplified Chinese, English, and Traditional Chinese.

01
Domain eyebuydirect.com Official DTC site
Product sample Top 50 Public product feeds and visible bestseller lists
Estimated monthly visits 5M-9M Industry tools vary, so shown as a range
Estimated ad ROAS 2.8-5.0x Modeled from category CPC, AOV, and conversion range
EyeBuyDirect DTC Research Report

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 02

Executive Takeaway: EyeBuyDirect grows through product breadth, occasion content, and high-intent traffic

Separating price, style, occasion, and trust makes the growth levers clearer.

The report layers ads, SEO, social, audience, products, and reviews for later site diagnostics and media strategy.

02

Growth logic

Capture intent first, then amplify style memory

Eyewear shoppers combine need-based intent and style motivation. Strong brands capture search demand and social discovery at the same time.

Media focus

Meta creates desire, Google closes demand

Meta creatives educate through try-on, styling, offers, and launches; Google captures branded, category, Shopping, and remarketing demand.

Product focus

Price bands and frame matrix drive conversion efficiency

Best sellers often cluster around black, tortoise, metal, cat-eye, square, round, polarized, and blue-light demand.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 03

Operating Scale and Key Metric Estimates

Actual backend data is unavailable; estimates use public traffic, price bands, category benchmarks, and ad models.

Use for diagnostic prioritization, not financial audit.

03
5M-9M Monthly visits Public-tool / benchmark range
2.4%-4.0% Conversion rate Typical eyewear DTC range
120k-360k/mo Monthly orders Visits x conversion estimate
$7M-$22M/mo Monthly revenue Orders x AOV estimate
$55-$80 AOV Price bands plus lens add-on model
2.8-5.0x ROAS Blended Meta / Google estimate
180%-400% ROI Modeled from gross margin, ad spend, and operations cost
2.8-5.0x Ad ROAS Estimated from acquisition channel mix

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 04

Positioning and Brand Style

The advantage is not SKU count alone, but why shoppers trust and why they buy now.

This section breaks down value proposition, content expression, and purchase friction.

04

Value proposition

Anchor the first impression with price or style clarity

A value online eyewear platform capturing high-intent search through entry pricing, coupons, branded frames, and lens options.

Content expression

Try-on context is needed beyond product images

Eyewear conversion depends on face-fit imagination. Model imagery, short video, UGC, and face-shape guidance reduce hesitation.

Purchase friction

Sizing, prescription, returns, and lens add-ons must be transparent

Key anxieties are sizing, lens fit, delivery time, and returns, so PDP and checkout should surface those answers early.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 05

Audience Profile, Age, and Gender

Audience assumptions come from price bands, channel mix, content style, and public eyewear purchase behavior.

Core online eyewear buyers aged 25-44, slight female skew, including students, office workers, and families.

05
18-34 / 25-54 Core age Fashion sunglasses skew younger; prescription platforms span wider ages
55%-68% Estimated female share Inferred from content style, category, and social engagement
US + Global Priority markets US as the main conversion market with global traffic as a supplement
Mobile first Device context Discovery, try-on, and offer clicks are mobile-heavy

Segment 1

High-intent buyers

Arrive through brand, category, coupon, best sellers, or prescription terms and compare price and style quickly.

Segment 2

Social discovery shoppers

Driven by short video, styling, creator try-ons, seasonal occasions, or collaborations, and more responsive to visuals and offers.

Segment 3

Repeat and multi-pair buyers

Eyewear is multi-occasion: backup glasses, blue-light frames, sunglasses, and face-shape variety create repeat potential.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 06

Competitive Position: Price, Style, Trust, and Channels

The eyewear market splits into style-accessory and prescription-efficiency competition logic.

The table compares growth levers across brands.

06
Brand Primary positioning Price band Main moat
EyeBuyDirect A value online eyewear platform capturing high-intent search through entry pricing, coupons, branded frames, and lens options. $55-$80 Product matrix, content assets, search capture, and repeat occasions
ZEELOOL Low-price prescription eyewear with fashion-led SKU depth $10-$40+ Low price, UGC, promos, and broad style choice
Zenni / EyeBuyDirect Prescription efficiency, price transparency, and search capture $6-$80+ SEO, Shopping, lens flow, and review scale
Fashion sunglasses brands Style, collaborations, seasonal occasions, and social content $80-$150+ Visual identity, scarcity, and outfit contexts

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 07

Acquisition Mix: Ads, SEO, Social, and Sales Channels

The split is estimated from public channel observations and eyewear media benchmarks.

Primary channels: Google Search / Shopping / Meta retargeting / affiliate / email

07
Meta / social ads
30%
Google Search / Shopping
50%
SEO / Direct / Email
20%

Sales channels

Official site leads, social and retargeting assist

The DTC site closes the transaction while search, social, email, affiliates, and coupon sites shape the path.

Ad channels

Meta builds visual demand, Google captures purchase intent

Eyewear ads need to show face fit, price, lens value, and offers together.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 08

SEO: Keywords, Page Types, and Search Intent

Priority terms: eyeglasses online, prescription sunglasses, blue light glasses, cheap glasses, Ray-Ban glasses

Eyewear SEO should separately capture category, frame-shape, lens, discount, and branded terms.

08
Brand + Category Keyword structure Brand, category, frame-shape, and offer terms
PDP / Collection Core pages PDPs, collections, lens education, and blogs
Schema / Reviews SEO boosters Product schema, reviews, FAQ, and image ALT
Coupon / Review Off-site SEO Coupons, reviews, affiliates, and social search

On-page SEO

Collections should map to demand clusters

Build entry points around sunglasses, prescription, blue light, polarized, face shape, and price bands.

Content SEO

Lens and face-shape education reduces return risk

Prescription eyewear should explain PD, lens index, progressives, blue light, sun protection, and payment options.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 09

Off-Site SEO and Reputation Assets

Before buying eyewear, shoppers often search reviews, coupons, and return experiences.

Off-site content needs to support last-mile trust.

09

Coupons and affiliates

Keep offers aligned to avoid price-trust loss

If off-site coupon claims differ from onsite offers, bounce and support costs rise.

Reviews and listicles

Third-party lists shape comparison

Listicles around best glasses, cheap glasses, and online prescription glasses influence high-intent shoppers.

Social search

Try-on content is a search asset

Try-on content on TikTok, Instagram, and Pinterest can be reused across search and retargeting.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 10

Top 10 Meta Creative Directions

Meta creatives should not only show product; they should make shoppers believe the frame will look good on them.

Directions are based on ad-library entry points, brand content, and category creative patterns.

10

01 Try-on video

Show multiple frames on real faces

Works for Reels / Stories; rapid frame switching creates try-on desire.

02 Price anchor

Low price, discounts, and multi-pair bundles

Use price and offer thresholds upfront to reduce click friction.

03 Frame-shape education

Recommend frames by face shape

Turn choice overload into a guided shopping path.

04 New drop

New, limited, collab countdowns

Useful for repeat visits and email capture, especially style-led frames.

05 Review proof

Customer reviews and rating proof

Reduces uncertainty for online eyewear and suits retargeting.

06 Lens value

Polarized, blue light, progressive, UV

Explain lens upgrades through use cases instead of specs alone.

07 UGC montage

Different face shapes and skin tones

Answers the key question: will it look good on me?

08 Seasonal occasions

Travel, beach, back-to-school, office

Places eyewear into concrete life occasions.

09 Purchase flow

Prescription upload / virtual try-on demo

Especially important for prescription platforms to reduce process anxiety.

10 Retargeting reminder

Browsed but not purchased, cart not checked out

Use stock, offers, and reviews to move the final step.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 11

Google Ads Creative and Keyword Structure

Google focuses on demand that already exists through search and product comparison.

Manage brand, category, price, lens, and competitor terms separately.

11
Brand / coupon
90%
Category / frame-shape terms
74%
Shopping / PMax feed
82%
Remarketing / RLSA
58%

Search ad copy

Price + fast ordering + style variety

Examples: EyeBuyDirect best sellers, eyebuydirect.com coupon, prescription glasses online.

Shopping assets

Hero image, price, review, and promotion extensions

Feed titles should include shape, color, lens benefit, and brand name instead of internal SKU only.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 12

Social Channels and Follower Profile

Main social channels: Google Search / Shopping / Meta retargeting / affiliate / email

Follower profiles are estimated from content interactions and category contexts; calibrate with platform backend data before campaign launch.

12
IG / TikTok Core content hubs Short video, try-on, outfits, and offer reminders
18-34+ Engaged age Social engagement skews younger; prescription buyers span wider
Visual-first Content preference Face-fit imagery, shape comparison, occasion styling
Promo aware Purchase trigger Discounts, free shipping, limited time, seasons, and launches

Search / Shopping

Social content

High-intent terms and product feeds are central, so PMax, Shopping, and SEO should work together.

Coupon / Affiliate

Channel role

Coupons and review sites influence the final step, so off-site SEO should align trust and discount messaging.

Meta Retargeting

Community operation

Retargeting should use browse history, try-on cues, lens upgrades, and time-limited promos.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 13

Product Strategy: How Top 50 Items Support Conversion

Product cards are organized from public feeds, visible Best Seller/Top Rated lists, and site sitemaps.

When real sales ranking is unavailable, order is estimated by exposure, tags, reviews, and price bands.

13
50 Product sample count Top product cards shown on this page
$55-$80 AOV range Frame price plus lens/add-on estimate
Frames + Lenses Purchase bundle Frames, lenses, polarized/blue-light, accessories
Reviews / UGC Trust assets Ratings, reviews, try-on images, return promise

Merchandising logic

Cover mainstream demand with recognizable shapes

Square, round, cat-eye, aviator, wraparound, tortoise, black, and metal frames appear most often as conversion entry points.

Pricing logic

Entry price lowers trial cost; premium lenses lift AOV

Prescription sites must explain base frame price and lens upgrades clearly, or shoppers perceive price jumps at checkout.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 14

EyeBuyDirect Best-Selling / High-Exposure Products 1-10

Product images, names, prices, market positioning, and data-source notes.

Click a product card to open the related official product or source page.

14
Abazam Golden
Rank #1 $6.00

Abazam Golden

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Craig Black
Rank #2 $9.00

Craig Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Summer Gunmetal
Rank #3 $12.00

Summer Gunmetal

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Billings Black
Rank #4 $15.00

Billings Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Chilliwack Black
Rank #5 $19.00

Chilliwack Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Ottawa Brown
Rank #6 $22.00

Ottawa Brown

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Chistopol Black
Rank #7 $25.00

Chistopol Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Dieppe Black
Rank #8 $29.00

Dieppe Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Kyle Black
Rank #9 $32.00

Kyle Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Presley Brown
Rank #10 $35.00

Presley Brown

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 15

EyeBuyDirect Best-Selling / High-Exposure Products 11-20

Product images, names, prices, market positioning, and data-source notes.

Click a product card to open the related official product or source page.

15
Ridge Tortoise
Rank #11 $39.00

Ridge Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Bandon Black
Rank #12 $45.00

Bandon Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Bandon Navy
Rank #13 $6.00

Bandon Navy

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Corvallis Black
Rank #14 $9.00

Corvallis Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Sutherlin Tortoise
Rank #15 $12.00

Sutherlin Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Pickering Gunmetal
Rank #16 $15.00

Pickering Gunmetal

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Anika Black
Rank #17 $19.00

Anika Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Braydon Black
Rank #18 $22.00

Braydon Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Stanford Brown/Tortoise
Rank #19 $25.00

Stanford Brown/Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Blaise Black
Rank #20 $29.00

Blaise Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 16

EyeBuyDirect Best-Selling / High-Exposure Products 21-30

Product images, names, prices, market positioning, and data-source notes.

Click a product card to open the related official product or source page.

16
Beckett Coffee
Rank #21 $32.00

Beckett Coffee

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Bennett Gunmetal
Rank #22 $35.00

Bennett Gunmetal

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Opal Gray
Rank #23 $39.00

Opal Gray

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Cambridge Black
Rank #24 $45.00

Cambridge Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Emory Black
Rank #25 $6.00

Emory Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Emory Coffee
Rank #26 $9.00

Emory Coffee

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Panama Black
Rank #27 $12.00

Panama Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Willow Brown/Tortoise
Rank #28 $15.00

Willow Brown/Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Anahi Brown/Tortoise
Rank #29 $19.00

Anahi Brown/Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Monica Brown/Tortoise
Rank #30 $22.00

Monica Brown/Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 17

EyeBuyDirect Best-Selling / High-Exposure Products 31-40

Product images, names, prices, market positioning, and data-source notes.

Click a product card to open the related official product or source page.

17
Claudia Tortoise
Rank #31 $25.00

Claudia Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Claudia Black
Rank #32 $29.00

Claudia Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Mandi Tortoise
Rank #33 $32.00

Mandi Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Mandi Teal
Rank #34 $35.00

Mandi Teal

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Mandi Black
Rank #35 $39.00

Mandi Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Brittany Navy
Rank #36 $45.00

Brittany Navy

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Daphne Black
Rank #37 $6.00

Daphne Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Daphne Brown/Tortoise
Rank #38 $9.00

Daphne Brown/Tortoise

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Atlee Black
Rank #39 $12.00

Atlee Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Robbie Black/White
Rank #40 $15.00

Robbie Black/White

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 18

EyeBuyDirect Best-Selling / High-Exposure Products 41-50

Product images, names, prices, market positioning, and data-source notes.

Click a product card to open the related official product or source page.

18
Brodie Black
Rank #41 $19.00

Brodie Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Brian Black
Rank #42 $22.00

Brian Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
White Pine Black
Rank #43 $25.00

White Pine Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
White Pine Olive
Rank #44 $29.00

White Pine Olive

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Merrion Black
Rank #45 $32.00

Merrion Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Palo Alto Black
Rank #46 $35.00

Palo Alto Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Palo Alto Silver
Rank #47 $39.00

Palo Alto Silver

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Chilling Black
Rank #48 $45.00

Chilling Black

Prescription frame · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Deja Vu Black
Rank #49 $6.00

Deja Vu Black

Sunglasses · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.
Deja Vu Brown/Tortoise
Rank #50 $9.00

Deja Vu Brown/Tortoise

Sunglasses · high-priority sitemap item

EyeBuyDirect official sitemap link. Price estimated from public price bands.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 19

User Reviews and Conversion Friction

Reviews center on price, frame selection, lens service, and returns; risks include prescription upload, sizing, and lens add-on transparency.

Review themes should feed back into PDPs, FAQ, ads, and post-purchase policy copy.

19

Positive themes

Style, price, and face fit

Positive feedback often comes from flattering shapes, strong promo value, distinctive colors, or face-fit confidence.

Risk themes

Sizing, lenses, delivery, and returns

The biggest online eyewear friction is no physical try-on and prescription complexity; return promises should be highly visible.

Content opportunity

Turn reviews into ad assets

High-frequency review terms can become screenshots, UGC voiceovers, and PDP modules.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 20

Growth Opportunities and Optimization Directions

These recommendations can translate directly into site, SEO, and media tasks.

Remove conversion friction before scaling traffic.

20

PDP optimization

Increase face-fit and sizing confidence

Add face-shape guidance, real try-on imagery, size comparison, lens education, and return promises.

SEO optimization

Build collections by shape, occasion, and price band

Map high-intent keywords to converting collection pages instead of generic home traffic.

Ad optimization

Segment creative matrix by audience

Use face-fit/style for prospecting, reviews/offers for retargeting, and price/lens value for search.

Data optimization

Align GA4, Pixel, and CAPI attribution

Eyewear journeys are longer; track try-on, prescription upload, lens selection, and checkout steps.

Repeat purchase

Use multi-pair scenarios for lifecycle triggers

Backup frames, sunglasses, blue-light frames, seasonal colors, and referrals are strong email/SMS triggers.

Trust optimization

Surface returns, prescription, and lens details early

This reduces support questions and improves fast mobile decisions.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 21

Actionable Diagnostic Checklist

Use this to turn the report into site changes, ad tests, and SEO content planning.

Each item can become a backend section, PDP module, or ad creative.

21

01 On-site

Collection and PDP information architecture

Check mobile hero, price, offer, reviews, returns, try-on, and prescription flow clarity.

02 SEO

Keyword-to-page mapping

Map brand, category, shape, offer, and lens terms to dedicated pages.

03 Ads

Creative, feed, and conversion events

Prepare creatives and landing pages separately for prospecting, retargeting, and search capture.

04 Social

UGC and creator try-on library

Build assets across face shapes, skin tones, occasions, frame shapes, and price bands.

05 Data

Funnel events and attribution calibration

Track view, try-on, prescription upload, lens selection, add-to-cart, checkout start, and purchase.

06 Review

Review product, channel, and creative weekly

Use top products, channel ROAS, and creative CTR/CVR to find the next growth loop.

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24

EyeBuyDirect DTC Research · 22

Sources and Estimate Notes

Verifiable content uses official pages, feeds, sitemaps, and ad-library entry points; unavailable metrics use industry benchmarks.

Real revenue, orders, conversion rate, ROAS, and follower profile should be validated with backend data.

22

Source:EyeBuyDirect public pages, product feeds, ad-library entry points, and benchmark estimates · 2026-07-24