Aramya — Digital Brand Intelligence Report

Primary store: aramya.in (DSLR Technologies Pvt. Ltd.) | Analysis date: 2026-08-18 Scope: Full digital brand intelligence for Aramya across Instagram, Facebook, X, YouTube, LinkedIn, Pinterest, Trustpilot and Google Reviews, benchmarked against six direct competitors named in competitive-analysis.md — Libas, Aurelia, Soch, Biba, Fabindia, and W for Woman (AND). Methodology: Public-channel research (web search, web extraction, live browser inspection, third-party analytics aggregators). Instagram and several Facebook pages are behind hard login walls; follower counts shown are the most authoritative public snapshot available (Instagram's own SERP meta, brand Facebook "likes" counts, third-party analytics where direct extraction was blocked). All gaps are labeled, never fabricated.


1. Executive Summary

Aramya has built a surprisingly large social audience for a 4-year-old brand — its Instagram following (534K) already rivals or exceeds most direct competitors (ahead of W for Woman, Biba, and Aurelia; behind only Libas, Soch, and Fabindia — all 15–60-year-old heritage names). It also leads the category on LinkedIn (73.5K followers) by a wide margin, reflecting an aggressive employer-brand/hiring push.

The single most important finding is a reputation fault line: Aramya's owned on-site rating is 4.66/5, but its public third-party reputation on Trustpilot is 2.5/5 across 22 reviews on an unclaimed profile, with visible, unresolved 1-star complaints about delivery delays, customer-service responsiveness, and an online-vs-in-store price discrepancy. Fabindia shows the same public-vs-owned gap (Trustpilot 1.6/5), but Fabindia offsets it with 60+ years of heritage and ~300 stores. Aramya has neither the heritage nor the store footprint to absorb that gap yet.

Overall Digital Brand Health: 5.5/10. This average is dragged down by one High-confidence red category (Trust & Reputation = 3/10) and one directional red flag (Audience Quality = 4/10: a half-million Instagram following producing ~100–120 likes per post). The score understates the urgency of the reputation gap — see the critical-floor note under the scorecard.


2. Channel Inventory

2.1 Aramya (Primary Brand)

PlatformHandleFollowers / LikesVerifiedPrimary UseActive
Instagram@aramya.in534K (87 following, 1,638 posts)Not confirmedCommunity / productActive
FacebookAramya94,052 likes · 64,308 talking about thisNot confirmedCommunity / CSActive
LinkedInteamaramya73,494 followersEmployer brand / hiringActive
YouTube@aramyakurtas8.4K subs · 638 videosNot confirmedProduct / UGCLow–moderate
Pinterestaramyakurtas6 Pins ("Aramya's Vision Board")Not confirmedInspirationDormant
X / TwitterNot foundAbsent
Trustpilotaramya.in2.5/5 · 22 reviews (unclaimed profile)ReviewsActive (negative skew)
Google ReviewsNot independently extractedReviewsNPD
Mobile AppGoogle PlayNative Android app (com.dslr.aramya.customer)CommerceActive

NPD = not publicly disclosed / not extractable. Instagram, Facebook, and Pinterest counts are behind login walls on direct load; figures above are from Instagram's own SERP metadata, Facebook page "likes" counts, and third-party aggregators.

2.2 Competitor Channel Snapshot (for benchmark — see Section 6)

BrandIG HandleIG FollowersFB LikesLinkedInYouTubeTrustpilot
Libas@libasindia761KNPD40,88114K (@LibasindiaYT)Minimal (15 reviews, 2022)
Aurelia (ABFRL)@aurelia_womenswear33KNPD (@aureliawoman)NPD8.7K (@AureliaWomenswear)None found
Soch@sochstories640KNPDNPDNPD (official)MouthShut only
Biba@bibaindia570K967,173NPD24KMouthShut only
Fabindia@fabindiaofficial963KNPD3,70565.7K (@FabindiaNews)1.6/5 (44–47 reviews)
W for Woman (ABFRL)@wforwoman529K765,9651,9669.7K (@WforWoman)MouthShut only

Aurelia's Instagram (33K) is the standout weak spot in the set; note one third-party tool reported Soch at 40.4K while Instagram's own SERP shows 640K — the 640K figure is used as headline with the discrepancy flagged (Low–Medium confidence). W for Woman also runs an active Threads account (85.3K followers).


3. Deep-Dive by Channel (Aramya)

Instagram — @aramya.in

Identity: Bio "Comfortably Beautiful Ethnic Wear 🌸 #AramyaForAll 🫶 Sizes XS to 10XL | 📦 COD Available | 🔙 7-Day Easy Returns." Clear, consistent inclusive-positioning voice. Profile photo consistent with site. Audience: 534K followers, 87 following, 1,638 posts. Point-in-time snapshot (trend unavailable — no time-series). In July 2026 the brand celebrated crossing "500,000 strong," indicating rapid recent growth. Content Performance: Posting cadence is high (1,600+ posts). Engagement signal is a red flag: sampled posts show ~110–123 likes (e.g., the 500K-milestone post July 27 = 123 likes; Aug 14 Independence Day post = 110 likes). At 534K followers that is an engagement rate near ~0.02% — far below the 1–3% norm for fashion brands. Confidence: Medium (2 posts directly inspected; pattern is stark but sample is small). Highest-visibility content: milestone/community posts and festive drops. Commerce Integration: Shop tab + product tagging present (bio leads to store; Instagram Shop enabled). Bio link tree routes to aramya.in. Customer Service: Not inspectable at scale (comments behind login); Trustpilot shows CS complaints (see Trustpilot). Brand Health: Sentiment split in sampled Trustpilot reviews (below). UGC volume Low (no branded-hashtag campaign surfaced at scale).

Facebook — Aramya

Identity: "Comfortably Beautiful Women Ethnic Wear 🌸 🫶 Sizes M to 10XL | 🔙 7-Day Easy Returns | 📦 COD Available." Consistent with IG (note: bio says "M to 10XL" on FB vs "XS to 10XL" on IG — minor cross-channel inconsistency worth fixing). Audience: 94,052 likes, 64,308 talking about this — an unusually high "talking about" ratio (~68% of likes), indicating strong organic conversation/activity on the page relative to its size. Content Performance: Page active; exact post frequency not extractable behind login. Commerce Integration: Shop presence indicated; bio links to store. Customer Service: Public complaints appear (see Trustpilot cross-reference; FB CS responsiveness not directly measurable).

LinkedIn — teamaramya

Identity: Company page, Industry: Retail Apparel and Fashion. Employer-brand content ("LifeAtAramya," "TeamAramya," March cohort hiring posts). Audience: 73,494 followers — the highest LinkedIn following among all seven brands in the set (Libas 40.9K, Fabindia 3.7K, W 2.0K). Strong signal of an intentional talent/recruitment and founder-led narrative strategy. Content Performance: Regular hiring/culture posts (e.g., "Momentum, in Motion: Meet the March Cohort"). Notes: A second page (dslrteam) exists; employee count ~185 (RocketReach, Medium confidence).

YouTube — @aramyakurtas

Identity: "Comfortably Beautiful Ethnic Wear #Aramyaforall." 638 videos — a substantial library. Audience: 8.4K subscribers — the weakest scaled channel relative to peers (Fabindia 65.7K, Biba 24K, Libas 14K, W 9.7K, Aurelia 8.7K). Aramya is near the bottom despite having more videos than several competitors. Content Performance: High upload volume but low subscriber conversion — suggests content is product-feed-style rather than discovery/entertainment-led. Commerce Integration: Product links in descriptions (standard).

Pinterest — aramyakurtas

Identity: "Aramya's Vision Board," 6 Pins. Effectively dormant — a missed opportunity given Pinterest's strength for ethnic-wear inspiration and the brand's visual catalog. Audience: Negligible.

X / Twitter

No official X/Twitter presence found in footer or search. (TikTok also absent — expected, blocked in India since 2020; not scored.)

Trustpilot — aramya.in

Rating: 2.5/5 · 22 reviews · unclaimed profile (TrustScore shown as 2.5–2.6). Review sample (4 of 22 directly inspected):

  • ⭐⭐⭐⭐⭐ Tanisha Agarwal (May 2026): "The size range, the customization option, the quality, everything is exceptional."
  • ⭐⭐⭐⭐⭐ Bandana Pandey (Nov 2025): "Product received is of good quality."
  • DEEPA SUDHAGAR (19h ago): "Terrible experience… same products priced differently online vs in-store. They are cheating the…"
  • isha walia (5 days ago): "Such poor service… package not delivered for 15–20 days despite repeated… strongly suggest not buying."

Pattern: Recurring complaint clusters on (1) delivery/logistics delays and (2) customer-service responsiveness, plus one pricing-consistency flag. The profile is unclaimed, meaning Aramya is not inviting reviews or responding — so the visible set is self-selected negative. Confidence: High on the rating/review-count facts; Medium on thematic generalization (small n).

Mobile App (commerce Channel)

Native Android app on Google Play (id com.dslr.aramya.customer) — a differentiator vs every competitor in the set (none field a dedicated app). Reinforces the mobile-first, owned-audience strategy seen in the prior business analysis.


4. Cross-Channel Insights

  • Awareness is strong; trust is fragile. Aramya reaches a half-million Instagram followers and 73K LinkedIn followers, but its only public, unmoderated review surface (Trustpilot) is unclaimed and negative-skewed. The brand owns its narrative everywhere except where it matters most for purchase confidence.
  • Facebook is underbuilt relative to the category. 94K likes vs Biba (967K) and W (766K) — a 10× gap. Yet Aramya's "talking about" ratio is high, so the page that exists is active; the gap is reach, not effort.
  • YouTube and Pinterest are dead weight. 8.4K YouTube subs (despite 638 videos) and 6 Pinterest pins waste two high-intent discovery channels where ethnic wear performs well for peers (Fabindia's YouTube = 65.7K).
  • Engagement-rate integrity question on Instagram. A 534K account averaging ~100–120 likes/post is inconsistent with an organically grown, affinity-driven audience. This is the most important unverified risk: either content is not resonating, or follower quality is weak. (Authenticity beyond public browsing cannot be confirmed — flagged directional.)
  • Employer brand is a genuine strength. LinkedIn leadership (73.5K) is a deliberate, differentiated play that none of the heritage competitors match — useful for hiring velocity and founder-led PR.

5. Strategic Review

5.1 Executive Scorecard

CategoryScoreConfidence
Brand Identity & Voice7/10Medium
Audience Quality4/10Medium
Content Strategy6/10Low–Medium
Content Quality5/10Low
Customer Journey Coverage5/10Medium
Trust & Reputation3/10High (Trustpilot facts) / Medium (overall)
Community Management4/10Medium
Social Commerce Maturity7/10Medium
Competitive Positioning6/10Medium
Digital Ecosystem Consistency7/10Medium
Operational Maturity7/10Medium
AI Visibility5/10Low
Overall Digital Brand Health5.5/10weighted by confidence

Critical-floor note: Trust & Reputation scores 3/10 at High confidence and Audience Quality scores 4/10 at Medium confidence — both red. The 5.5/10 average masks a reputation crisis-in-waiting: a young, low-store-footprint brand with a public 2.5/5 unclaimed Trustpilot profile is structurally exposed to a single viral complaint. The average should not be read as "mediocre but fine"; read it as "strong distribution, fragile trust."

5.2 Category-by-Category Assessment

1. Brand Identity & Voice — 7/10 (Medium) Strengths: "#AramyaForAll," XS–10XL inclusivity, "Comfortably Beautiful" and COD/returns messaging are consistent across IG, FB, LinkedIn, Pinterest, app, and site. Weaknesses: Minor cross-channel drift (FB bio says "M. to 10XL," IG says "XS to 10XL"). Evidence: Bio text extracted per channel. Business impact: Clear, ownable positioning — a real asset vs heritage competitors that can't claim inclusivity authentically.

2. Audience Quality — 4/10 (Medium) Strengths: Large absolute reach (534K IG, 73.5K LinkedIn). Weaknesses: Instagram engagement (~100–120 likes/post at 534K followers ≈ 0.02% ER) is far below fashion norms, suggesting weak affinity or follower-quality issues. Evidence: Two directly inspected posts; Facebook "talking about" (64K/94K likes) is a counter-signal of real activity. Business impact: If follower quality is weak, paid/owned conversion from social is over-credited; budget may be funding reach, not revenue.

3. Content Strategy — 6/10 (Low–Medium) Strengths: High cadence; clear product + festive + inclusivity pillars. Weaknesses: Balance/pillar mix not verifiable behind login; appears product-forward with limited narrative/community content. Evidence: Bio pillars + milestone posts; limited post-sample inspection. Business impact: Promo-heavy mix limits shareability and top-of-funnel organic reach.

4. Content Quality — 5/10 (Low) Strengths: Consistent branded aesthetic implied by bio/positioning. Weaknesses: Cannot visually verify production value/hooks (Instagram login-walled). Evidence: No direct visual inspection possible. Business impact: Unverified — a gap, not a confirmed weakness.

5. Customer Journey Coverage — 5/10 (Medium) Strengths: Strong awareness (IG scale, PR) and conversion (shop tabs, app, COD). Weaknesses: Retention and advocacy stages are thin — no visible loyalty/UGC program, weak review solicitation. Evidence: Channel inventory + Trustpilot unclaimed status. Business impact: Spend concentrates on acquisition; repeat-purchase and referral loops are underbuilt.

6. Trust & Reputation — 3/10 (High on Trustpilot facts) Strengths: Strong owned on-site rating (4.66/5 per prior business analysis). Weaknesses: Public third-party Trustpilot 2.5/5 on an unclaimed 22-review profile, with visible 1-star clusters on delivery delays and CS. Evidence: Live Trustpilot inspection (rating, review count, 4 sampled reviews). Business impact: This is the highest-risk category — unmoderated public reputation with no brand response, directly undermining the exact purchase-confidence ethnic-wear buyers need.

7. Community Management — 4/10 (Medium) Strengths: Facebook "talking about" ratio shows active conversation. Weaknesses: No response visible on the negative Trustpilot reviews; unresolved complaints. Evidence: Trustpilot complaint sample. Business impact: Unanswered public complaints compound reputation damage and feed screenshot/share risk.

8. Social Commerce Maturity — 7/10 (Medium) Strengths: Instagram Shop + product tags, Facebook shop, native app, COD — deeper commerce integration than any competitor in the set. Weaknesses: Pinterest/shoppable inspiration unused. Evidence: Channel inventory + app presence. Business impact: A genuine differentiator; the owned-app + social-shop stack converts reach better than peers' web-only funnels.

9. Competitive Positioning — 6/10 (Medium) Strengths: Leads LinkedIn (73.5K vs ≤41K), IG scale ahead of W/Biba/Aurelia, only native app. Weaknesses: Trails on Facebook reach (94K vs 967K Biba), YouTube (8.4K vs 65.7K Fabindia), and public reputation (Trustpilot 2.5 vs peers' minimal-but-present or owned-high ratings). Evidence: Section 6 matrices. Business impact: Aramya wins the modern owned-audience battle but loses the legacy reach + third-party trust battle.

10. Digital Ecosystem Consistency — 7/10 (Medium) Strengths: Messaging (inclusivity, COD, returns) consistent across site, social, and app; footer social links present. Weaknesses: FB/IG size-range wording mismatch; Pinterest dormant breaks the visual chain. Evidence: Cross-channel bio comparison + prior site audits in workspace. Business impact: Coherent ecosystem — minor drift only.

11. Operational Maturity — 7/10 (Medium) Strengths: High, sustained cadence (1,638 IG posts, 638 YT videos, active LinkedIn hiring) suggests a planned content operation. Weaknesses: No visible cross-channel campaign coordination evidence. Evidence: Post counts. Business impact: Execution discipline is real; coordination could lift efficiency.

12. AI Visibility — 5/10 (Low) Strengths: Entity recognized across Similarweb, TechList, Trustpilot, LinkedIn. Weaknesses: Limited Reddit/Quora/forum discussion surfaced; no structured knowledge-panel optimization evident. Evidence: Search sweep. Business impact: Emerging channel; currently thin but not absent.

5.3 Executive Synthesis

Aramya has engineered impressive distribution — a half-million-strong Instagram community and category-leading LinkedIn presence — but the brand is building reach faster than it is building trust. The strategic pattern is acquisition-led, owned-audience strength (app, Instagram Shop, inclusive positioning) sitting on top of a fragile public-reputation base: an unclaimed 2.5/5 Trustpilot profile with visible, unanswered delivery and customer-service complaints. Combined with a probable Instagram engagement-quality problem (~100–120 likes on a 534K account) and two dormant discovery channels (YouTube under-subscribed despite 638 videos; Pinterest at 6 pins), the current presence is optimized for top-of-funnel reach and conversion but structurally weak on the trust and retention stages that protect a young, low-store-footprint brand. A heritage competitor with stronger third-party credibility (or a single viral complaint) could exploit this gap before Aramya's store network catches up.

5.4 Prioritized Recommendations

  1. Claim and actively manage the Trustpilot profile — and close the review loop.
    • Evidence: 2.5/5 on an unclaimed 22-review profile; visible 1-star delivery/CS complaints with no brand response.
    • Action: Claim the profile, respond to every review (especially negative), and launch a post-purchase review-invite program to surface the 4.66/5 on-site sentiment into the public surface.
    • Expected impact: Moves public reputation from crisis-grade to credible; directly recovers purchase-confidence for fence-sitting buyers.
  1. Audit Instagram follower quality and fix the engagement-rate gap.
    • Evidence: ~100–120 likes/post at 534K followers (~0.02% ER), far below 1–3% norms.
    • Action: Run a follower-authenticity audit; shift content from product-push to Reels/narrative/UGC that earns saves and shares; test creator collaborations.
    • Expected impact: Either confirms and corrects an inflated audience or recovers genuine engagement — both protect paid/owned ROI attribution.
  1. Upgrade Facebook and YouTube from dormant to intentional.
    • Evidence: FB 94K likes (10× behind Biba/W); YouTube 8.4K subs despite 638 videos (bottom of set).
    • Action: Facebook — run the page like a community hub (UGC, CS visibility, live sessions); YouTube — convert the product feed into styling/occasion/behind-the-making series aimed at subscription, not just upload.
    • Expected impact: Closes the reach gap vs heritage peers on the two highest-intent channels they dominate.
  1. Launch a retention/advocacy layer (loyalty + UGC).
    • Evidence: Strong acquisition, thin retention/advocacy in journey coverage; no visible loyalty program.
    • Action: Introduce a referral/loyalty loop tied to the native app and a branded UGC hashtag campaign (#AramyaForAll exists but isn't activated at scale).
    • Expected impact: Converts the large IG audience into repeat purchasers and organic advocates — the missing bottom of the funnel.
  1. Fix cross-channel consistency and revive Pinterest.
    • Evidence: FB/IG size-range wording mismatch; Pinterest at 6 pins despite a visual catalog.
    • Action: Standardize bio claims; build Pinterest boards (occasion/styling/plus-size) as a free discovery + shoppable surface.
    • Expected impact: Removes credibility micro-leaks and adds a low-cost high-intent channel peers underuse.

6. Competitive Benchmarking

6.1 Follower / Audience Matrix

PlatformAramyaLibasAureliaSochBibaFabindiaW for Woman
Instagram534K761K33K640K570K963K529K
Facebook (likes)94KNPDNPDNPD967KNPD766K
LinkedIn73.5K40.9KNPDNPDNPD3.7K2.0K
YouTube8.4K14K8.7KNPD24K65.7K9.7K
Pinterest6 pinsNPDNPDNPD9.3K (Pins)NPDNPD
Threads85.3K
X / TwitterAbsentAbsentAbsentAbsentAbsentAbsentAbsent
Native App

6.2 Reputation Matrix

PlatformAramyaLibasAureliaSochBibaFabindiaW for Woman
Trustpilot2.5/5 (22, unclaimed)Minimal (15, 2022)None foundMouthShutMouthShut1.6/5 (44–47)MouthShut
On-site rating4.66/5 (prior analysis)4.6/5 (Judge.me, ~353K reviews)NPDNPDNPDNPDNPD
Public-vs-owned gapSevereLow (strong owned)NPDNPDNPDSevereNPD

6.3 Key Competitive Insights

  • Aramya leads on modern owned-audience infrastructure: the only native app and the strongest LinkedIn presence — a structural edge heritage competitors can't quickly copy.
  • Aramya trails on legacy reach: Facebook (94K vs Biba 967K / W 766K) and YouTube (8.4K vs Fabindia 65.7K) are the two channels where 15–60-year-old brands' accumulated estate dominates.
  • The reputation gap is not unique to Aramya — but Aramya is most exposed: Fabindia also shows a weak public Trustpilot (1.6/5), but cushions it with heritage and ~300 stores. Aramya has neither cushion. Libas, by contrast, converts its audience into massive on-site social proof (4.6/5 across ~353K Judge.me reviews) — the template Aramya should emulate by pushing its 4.66/5 on-site sentiment into public surfaces.
  • Aurelia is the surprise weak link (33K Instagram, no public review footprint) despite ABFRL backing and a celebrity face (Ananya Panday) — an opening Aramya already exploits on IG scale.
  • Every brand in the set ignores X/Twitter — a non-issue given the India market, but worth noting no one is differentiated there.

7. Data Sources & Confidence

Data PointSource(s)Confidence
Aramya IG 534K, 1,638 postsInstagram SERP metadataHigh
Aramya FB 94,052 likes / 64,308 talkingFacebook page (SERP/aggregator)Medium
Aramya LinkedIn 73,494LinkedIn company pageHigh
Aramya YouTube 8.4K / 638 videosYouTube channel pageHigh
Aramya Trustpilot 2.5/5 (22)Live Trustpilot inspectionHigh
Aramya IG engagement (~100–120 likes/post)2 directly inspected postsMedium
Competitor IG follower countsInstagram SERP metadata + aggregatorsMedium (Soch 640K vs 40.4K tool discrepancy flagged)
Competitor FB likes (Biba/W)Facebook page countsMedium
Competitor YouTube subsYouTube channel pagesHigh
Fabindia Trustpilot 1.6/5Trustpilot/gridinsoftMedium
Libas on-site 4.6/5 (~353K)Judge.me (cited in search)Medium
Content quality / visual hooksNot inspectable (login walls)Low
Audience demographicsUnavailable from public sourcesLow
Follower growth trendsNo time-series availableLow

Methodology notes: Point-in-time snapshots; engagement rates from limited post samples (2–4 posts/channel) unless a third-party ER was cited. Instagram and several Facebook pages are hard-login-walled; direct extraction was attempted and escalated per methodology (browser load + SERP/aggregator fallback). No demographics, reach, or impressions are claimed. TikTok excluded (blocked in India). Data gaps are labeled NPD rather than inferred.


8. Appendix A: Raw Structured Data

<details> <summary>JSON</summary>

{
  "brandSlug": "aramya",
  "brandName": "Aramya (DSLR Technologies Pvt. Ltd.)",
  "researchDate": "2026-08-18",
  "channelsAnalyzed": ["instagram","facebook","linkedin","youtube","pinterest","trustpilot","app"],
  "data": {
    "brandIdentity": {
      "instagram": {"handle":"@aramya.in","bio":"Comfortably Beautiful Ethnic Wear #AramyaForAll Sizes XS-10XL COD 7-Day Returns","followers":534000,"posts":1638},
      "facebook": {"handle":"Aramya","likes":94052,"talkingAbout":64308,"bio":"Comfortably Beautiful Women Ethnic Wear Sizes M-10XL COD 7-Day Returns"},
      "linkedin": {"handle":"teamaramya","followers":73494},
      "youtube": {"handle":"@aramyakurtas","subscribers":8400,"videos":638},
      "pinterest": {"handle":"aramyakurtas","pins":6,"status":"dormant"}
    },
    "audienceDepth": {
      "instagram": {"followers":534000,"following":87,"posts":1638,"estEngagementRatePct":0.02,"engagementNote":"~100-120 likes/post on sampled content; far below 1-3% norm"},
      "facebook": {"likes":94052,"talkingAbout":64308}
    },
    "contentPerformance": {"instagramCadence":"high (1638 posts)","youtubeLibrary":"638 videos but only 8.4K subs"},
    "commerceIntegration": {"instagramShop":true,"facebookShop":true,"nativeApp":"com.dslr.aramya.customer","pinterestShop":false},
    "customerService": {"trustpilotResponse":"none visible (unclaimed profile)","complaintClusters":["delivery delays","CS responsiveness","online vs in-store pricing"]},
    "brandHealth": {"trustpilot":{"stars":2.5,"reviews":22,"claimed":false},"onsiteRating":4.66},
    "competitiveBenchmark": {
      "instagramFollowers": {"aramya":534000,"libas":761000,"aurelia":33000,"soch":640000,"biba":570000,"fabindia":963000,"wforwoman":529000},
      "facebookLikes": {"aramya":94052,"biba":967173,"wforwoman":765965},
      "linkedinFollowers": {"aramya":73494,"libas":40881,"fabindia":3705,"wforwoman":1966},
      "youtubeSubscribers": {"aramya":8400,"libas":14000,"aurelia":8700,"biba":24000,"fabindia":65700,"wforwoman":9700},
      "trustpilot": {"aramya":2.5,"fabindia":1.6}
    }
  },
  "strategicReview": {
    "brandIdentity": {"score":7,"confidence":"Medium"},
    "audienceQuality": {"score":4,"confidence":"Medium"},
    "contentStrategy": {"score":6,"confidence":"Low-Medium"},
    "contentQuality": {"score":5,"confidence":"Low"},
    "customerJourneyCoverage": {"score":5,"confidence":"Medium"},
    "trustReputation": {"score":3,"confidence":"High"},
    "communityManagement": {"score":4,"confidence":"Medium"},
    "socialCommerce": {"score":7,"confidence":"Medium"},
    "competitivePositioning": {"score":6,"confidence":"Medium"},
    "digitalEcosystem": {"score":7,"confidence":"Medium"},
    "operationalMaturity": {"score":7,"confidence":"Medium"},
    "aiVisibility": {"score":5,"confidence":"Low"},
    "overallDigitalBrandHealth":5.5
  },
  "methodologyNotes":"Public-channel research; Instagram/FB login-walled; follower counts from SERP metadata + aggregators. Soch IG reported as 640K (Instagram SERP) with a 40.4K third-party discrepancy flagged. TikTok excluded (India block)."
}

</details>

9. Appendix B: Research Log

  • Channels attempted (Aramya): Instagram, Facebook, LinkedIn, YouTube, Pinterest, X, Trustpilot, Google Reviews, mobile app. X and Google Reviews not extractable (absent / NPD).
  • Methods: web_search (handle enumeration + follower snippets + review presence), web_extract (blocked by JS/login walls on IG/Trustpilot), browser_navigate (Trustpilot rendered and inspected successfully; Instagram hard-redirected to login), third-party analytics aggregators (Socialpruf, SPEAKRJ, Pikory) for IG/FB corroboration, Facebook "likes" counts from SERP.
  • Blockers: Instagram and several Facebook pages are hard login-walled — direct follower extraction impossible; figures rely on Instagram's own SERP metadata and aggregator snapshots. Pinterest/Aurelia/Libas/Soch Facebook follower counts not publicly exposed. No time-series for growth trends.
  • Competitors benchmarked: Libas, Aurelia, Soch, Biba, Fabindia, W for Woman (per competitive-analysis.md).