Customer Problems & Most-Searched Queries (Q14)

The search/problem bank behind SEO, AEO, blog, and ad targeting. Owner: Salil. Living doc. Pairs with content-seo-plan.md (which problems map to which blog) and marketing-brief.md §13 (shipped vs target keywords).

How to read: entries are phrased the way the customer actually searches Google or complains internally — not how we’d describe the feature. Each cluster notes the ICP it skews to and the Obsrv feature/blog that answers it. This is a working bank organized to grow to 500+; dedupe and expand it with Search Console + keyword-tool data once the blog is live.

Tags: [NBFC] lender/underwriter · [DSA] agent/connector · [CA] accountant/auditor · [FIN] fintech/digital lender · [ALL] cross-ICP · feature answer in bold.

A. “What is / definition” — top-funnel, AEO gold [ALL]

Answered by the pillar blog + FAQ schema; feeds AI-overview citations.

1. what is bank statement analysis
2. bank statement analysis meaning
3. what is BSA in lending / banking
4. what is cash flow underwriting
5. what is FOIR / FOIR full form
6. what is fixed obligation to income ratio
7. what is DTI ratio
8. what is FOIR vs DTI
9. what does NACH mean in a bank statement
10. what is an ECS bounce
11. what is a NACH return / NACH bounce
12. difference between cheque bounce and NACH bounce
13. what is inward vs outward bounce
14. what is average bank balance (ABB/AMB/ADB)
15. what is average daily balance
16. what is a counterparty in a bank statement
17. what is transaction enrichment
18. what is a circular transaction
19. what is account aggregator
20. what is the AA framework in India
21. what is a decision-ready underwriting report
22. what is disposable income in underwriting
23. what does “needs review” mean in statement analysis
24. what is balance reconciliation in a bank statement
25. what is a risk score in lending
26. what is penal interest / penal charges in a statement
27. what is a salary credit pattern
28. what is bounce rate in NACH
29. what is a self-transfer in bank statements
30. what is financial document intelligence

B. “How to calculate” — calculators & formulas [NBFC] [CA]

Answered by FOIR blog + obligations/FOIR feature.

31. how to calculate FOIR
32. FOIR formula with example
33. how to calculate FOIR for home loan
34. how to calculate FOIR for personal loan
35. what is a good FOIR for a loan
36. ideal FOIR percentage for loan approval
37. how to calculate disposable income from salary
38. how to calculate average monthly balance
39. how to calculate average banking from bank statement
40. how to calculate eligible loan amount from income
41. how to calculate EMI eligibility from bank statement
42. how to calculate debt-to-income ratio India
43. how to calculate net monthly income for self-employed
44. how to calculate turnover from bank statement
45. how to compute FOIR when there are multiple loans
46. does rent count in FOIR
47. should SIP be included in FOIR
48. how to calculate obligations for FOIR
49. how to calculate loan eligibility for self-employed
50. how many times of salary loan eligibility

C. “How to detect fraud / fake statements” — high-intent, shareable [ALL]

Answered by tamper-detection blog + reconciliation gate + (roadmap) tamper forensics.

51. how to detect a fake bank statement
52. how to identify a tampered bank statement
53. how to verify bank statement authenticity
54. how to check if a bank statement is genuine
55. signs of a forged bank statement
56. how to spot edited PDF bank statement
57. how to verify bank statement for loan
58. bank statement fraud detection
59. how to detect doctored bank statement balance
60. tools to detect fake bank statements
61. how to check bank statement metadata for tampering
62. fake salary credit in bank statement how to detect
63. how to catch inflated turnover in bank statement
64. how to detect circular transactions
65. how lenders verify bank statements
66. can banks detect fake bank statements
67. how to verify bank statement online India
68. PDF bank statement editing detection
69. how to spot a manipulated running balance
70. AI generated fake bank statement detection
71. most common bank statement fraud techniques
72. how to validate bank statement before loan disbursal
73. red flags in a bank statement for loan
74. how to detect money laundering in bank statements
75. unexplained large credits in bank statement meaning

D. “Software / tool / comparison” — bottom-funnel [ALL]

Answered by the comparison blog + product pages.

76. best bank statement analysis software in India
77. bank statement analyser online
78. bank statement analysis software for NBFC
79. bank statement analysis tool for DSA
80. bank statement analysis software for CA
81. automated bank statement analysis
82. bank statement analysis API India
83. bank statement to excel converter for lenders
84. Precisa alternative
85. Perfios alternative
86. FinBox alternative
87. cheap bank statement analysis tool
88. pay per use bank statement analysis
89. bank statement analysis software price India
90. free bank statement analyser
91. bank statement OCR software India
92. bank statement spreading software
93. credit underwriting software for small NBFC
94. loan underwriting automation tools India
95. bank statement analysis software without subscription
96. self serve bank statement analysis
97. bank statement analysis software with FOIR
98. bank statement fraud detection software
99. account aggregator vs bank statement analysis tool
100. bank statement analysis software comparison

E. Pricing & cost queries [ALL]

101. bank statement analysis cost per statement
102. how much does Perfios cost
103. Precisa pricing
104. bank statement analysis price per page
105. cheapest bank statement analysis India
106. bank statement analysis pay as you go
107. is there a free bank statement analyser
108. bank statement analysis software pricing comparison
109. cost of underwriting a loan file
110. how much do lenders pay for bank statement analysis

F. Self-employed / thin-file income [NBFC] [FIN]

Answered by self-employed income blog + income detection feature.

111. how to assess income of self employed for loan
112. income proof for self employed loan
113. how to verify business income from bank statement
114. loan for self employed without ITR
115. how do banks assess self employed income
116. average banking method for self employed
117. how to underwrite a business owner loan
118. seasonal income loan assessment
119. how to separate business and personal transactions
120. proof of income from bank statement
121. how to evaluate cash flow for SME loan
122. how to underwrite a borrower with irregular income
123. bank statement requirement for self employed loan
124. how to assess freelancer income for loan
125. turnover vs income for loan eligibility

G. Loan rejection / eligibility — DSA & borrower-facing [DSA] [ALL]

Answered by rejection blog + DSA pre-check angle.

126. why was my loan application rejected
127. loan rejected due to bank statement
128. reasons for loan rejection bank statement
129. bank statement issues that cause loan rejection
130. how to check loan eligibility before applying
131. how DSAs can pre-check loan files
132. how to improve chances of loan approval
133. does NACH bounce affect loan approval
134. how many bounces is too many for a loan
135. minimum average balance for loan approval
136. low bank balance loan rejection
137. unexplained credits loan rejection
138. how to pre-screen loan applications
139. how to reduce loan rejection rate as a DSA
140. what do lenders look for in a bank statement

H. Process / how-to-underwrite [NBFC] [CA]

141. how to analyse a bank statement for a loan
142. bank statement analysis checklist
143. credit underwriting checklist
144. loan underwriting process step by step
145. what to check in bank statement before loan
146. how to read a bank statement for underwriting
147. how to do bank statement analysis in excel
148. bank statement analysis excel template
149. how to spread a bank statement
150. how to consolidate multiple bank statements
151. how to analyse multiple bank accounts of a borrower
152. how to handle missing months in bank statement
153. how long does bank statement analysis take
154. how to underwrite a borrower with multiple accounts
155. how to verify income across multiple bank accounts

I. Compliance / data / regulation [NBFC] [FIN]

156. RBI digital lending guidelines bank statement
157. is it legal to analyse customer bank statements
158. DPDP act and lending data
159. data residency requirements for lending India
160. how long can lenders store bank statements
161. customer consent for bank statement analysis
162. is account aggregator mandatory
163. account aggregator vs screen scraping legality
164. bank statement analysis and data privacy
165. KYC and bank statement verification
166. RBI rules on outsourcing underwriting
167. can we use AI for credit decisions in India
168. fair lending and automated decisioning
169. audit trail requirements for loan decisions
170. adverse action reason codes India

J. Account Aggregator specific [FIN] [NBFC]

171. account aggregator vs PDF bank statement
172. account aggregator coverage banks list
173. limitations of account aggregator
174. why account aggregator data is incomplete
175. account aggregator consent flow
176. how to pull bank statement via account aggregator
177. account aggregator for NBFC
178. is account aggregator worth it for lenders
179. account aggregator adoption India 2026
180. AA data still needs analysis

K. Operational pain / complaints (how they describe the pain) [ALL]

These are gold for ad copy and hooks — phrase landing pages in this language.

181. manual bank statement analysis takes too long
182. spending hours underwriting in excel
183. bank statement analysis errors manual
184. analyst makes mistakes reading statements
185. too many loan files to underwrite
186. can’t keep up with loan application volume
187. underwriting backlog
188. inconsistent risk assessment between analysts
189. how to speed up loan underwriting
190. reduce turnaround time loan approval
191. cost of a credit analyst salary India
192. outsource bank statement analysis
193. bank statement analysis vendor too expensive
194. enterprise underwriting software too costly for small NBFC
195. don’t want a sales call for software
196. need underwriting tool without annual contract
197. bank statement formats not supported by current tool
198. scanned bank statement won’t parse
199. password protected bank statement analysis
200. how to analyse a bank statement PDF quickly

L. Channel / transaction-signal queries [NBFC] [CA]

201. what is UPI vs NEFT vs RTGS vs IMPS
202. what does RTGS in bank statement mean
203. high value transactions in bank statement
204. cash deposit limit red flag
205. high cash deposits in bank statement loan
206. round-tripping in bank statements
207. structuring transactions detection
208. recurring debit identification
209. how to identify EMIs in bank statement
210. how to find existing loans from bank statement
211. salary vs reimbursement in bank statement
212. how to detect undisclosed loans
213. bounce charges in bank statement meaning
214. minimum balance charges meaning
215. cheque return charges in statement

M. Sector-specific underwriting [NBFC] [FIN]

216. used car loan underwriting bank statement
217. two wheeler loan income assessment
218. gold loan underwriting bank statement
219. microfinance loan assessment bank statement
220. LAP loan against property income assessment
221. SME loan bank statement analysis
222. supply chain finance bank statement
223. BNPL underwriting bank statement
224. invoice financing cash flow analysis
225. business loan bank statement requirement
226. consumer durable loan underwriting
227. personal loan bank statement check
228. how NBFCs underwrite gig workers
229. underwriting for new-to-credit borrowers
230. cash flow lending for thin file borrowers

N. Report / output / integration [FIN] [NBFC]

231. bank statement analysis JSON API
232. bank statement analysis webhook
233. export bank statement analysis to excel
234. bank statement analysis PDF report
235. loan origination system integration bank statement
236. LOS integration bank statement analysis
237. bank statement analysis with credit committee report
238. consolidated borrower report multiple accounts
239. how to share a bank statement analysis report
240. API for FOIR calculation

O. Trust / accuracy / “can I rely on it” [ALL]

241. how accurate is automated bank statement analysis
242. can AI read bank statements accurately
243. is AI underwriting reliable
244. AI hallucination in financial documents
245. how to verify AI bank statement analysis
246. deterministic vs AI risk score
247. explainable credit score for audit
248. reproducible underwriting decisions
249. can automated underwriting be audited
250. how to trust an AI underwriting tool

Count & how to grow this to 500+

This bank holds 250 seed queries across 15 clusters, deliberately phrased in customer language and tagged to ICP + the feature/blog that answers each. To reach and exceed 500 without padding:

1. Modifier expansion — multiply each seed by intent modifiers: for NBFC / for DSA / for CA, India / 2026, online / software / API / excel, free / cheap / price, example / formula / template. (e.g. #31 “how to calculate FOIR” → +home/personal/business/LAP loan, +example, +calculator, +excel = 6 more.)
2. Mine Search Console once the blog is live — real impressions surface long-tail we can’t guess.
3. Pull a keyword tool (Ahrefs/Semrush/Google Keyword Planner) for the 10 short-tail seeds in marketing-brief.md §13 and harvest their “questions” + “also rank for.”
4. Competitor gap — scrape what Precisa/Perfios/FinBox rank for and target their thin pages.

Each new entry should keep the format: customer phrasing, ICP tag, and the feature/blog that answers it — so the bank stays directly actionable for content and ads, not just a keyword dump.